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Sentiment Data per Topic: Spain
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Correlations for CH
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| CH | CH | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.574e-18 -8.789e-20 -1.284e-20 7.226e-20 1.054e-18 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -2.274e-18 5.499e-20 -4.135e+01 <2e-16 *** Output:regressor 1.000e+00 5.759e-18 1.737e+17 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.719e-19 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 3.016e+34 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0041705 0.0041705 3.0156e+34 < 2.2e-16 *** Output:Residuals 147 0.0000000 0.0000000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.817923e-05 Output:[1] 2.817923e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.023478e-39 -2.635956e-37 Output:regressor -2.635956e-37 3.316140e-35 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -2.2738e-18 1.4321e-19 -1.5877e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 2.0057e-17 4.9859e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
| CH | GB | 0.3632 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0084273 -0.0022802 -0.0002187 0.0015990 0.0262805 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0001187 0.0009394 -0.126 0.9 Output:regressor 0.5973147 0.0646309 9.242 2.56e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.004236 on 147 degrees of freedom Output:Multiple R-squared: 0.3675, Adjusted R-squared: 0.3632 Output:F-statistic: 85.41 on 1 and 147 DF, p-value: 2.557e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0015327 0.00153270 85.413 2.557e-16 *** Output:Residuals 147 0.0026378 0.00001794 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.817923e-05 Output:[1] 2.902604e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 8.824317e-07 -5.641795e-05 Output:regressor -5.641795e-05 4.177150e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.00011866 0.00146004 -0.0813 0.9353 Output:regressor 0.59731474 0.13020062 4.5876 9.528e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| CH | RO | 0.2906 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0121070 -0.0021372 -0.0006098 0.0012585 0.0279403 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0022911 0.0008084 2.834 0.00524 ** Output:regressor 0.3840401 0.0489178 7.851 7.92e-13 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.004471 on 147 degrees of freedom Output:Multiple R-squared: 0.2954, Adjusted R-squared: 0.2906 Output:F-statistic: 61.63 on 1 and 147 DF, p-value: 7.919e-13 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0012320 1.232e-03 61.634 7.919e-13 *** Output:Residuals 147 0.0029385 1.999e-05 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.817923e-05 Output:[1] 5.6443e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 6.535312e-07 -3.525385e-05 Output:regressor -3.525385e-05 2.392955e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0022911 0.0016203 1.4139 0.159496 Output:regressor 0.3840401 0.1372274 2.7986 0.005822 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| CH | DE | 0.2409 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0109074 -0.0026530 -0.0005804 0.0011599 0.0298024 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.005512 0.000517 10.661 < 2e-16 *** Output:regressor 0.230666 0.033302 6.927 1.25e-10 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.004625 on 147 degrees of freedom Output:Multiple R-squared: 0.2461, Adjusted R-squared: 0.2409 Output:F-statistic: 47.98 on 1 and 147 DF, p-value: 1.252e-10 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0010262 0.00102622 47.977 1.252e-10 *** Output:Residuals 147 0.0031443 0.00002139 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.817923e-05 Output:[1] 0.00013032 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.673165e-07 -1.171543e-05 Output:regressor -1.171543e-05 1.109008e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.00551214 0.00059711 9.2313 2.722e-16 *** Output:regressor 0.23066606 0.03866186 5.9662 1.736e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| CH | FR | 0.2304 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.007120 -0.002532 -0.000778 0.001304 0.032248 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0029966 0.0008287 3.616 0.00041 *** Output:regressor 0.6069900 0.0901663 6.732 3.51e-10 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.004657 on 147 degrees of freedom Output:Multiple R-squared: 0.2356, Adjusted R-squared: 0.2304 Output:F-statistic: 45.32 on 1 and 147 DF, p-value: 3.505e-10 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0009828 0.00098275 45.318 3.505e-10 *** Output:Residuals 147 0.0031878 0.00002169 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.817923e-05 Output:[1] 1.802269e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 6.867076e-07 -6.633002e-05 Output:regressor -6.633002e-05 8.129969e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.00299662 0.00088758 3.3762 0.0009406 *** Output:regressor 0.60698997 0.09273600 6.5454 9.276e-10 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| CH | IT | 0.1593 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.005348 -0.002807 -0.000825 0.001089 0.033992 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.004981 0.000680 7.324 1.46e-11 *** Output:regressor 0.310654 0.057650 5.389 2.76e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.004867 on 147 degrees of freedom Output:Multiple R-squared: 0.165, Adjusted R-squared: 0.1593 Output:F-statistic: 29.04 on 1 and 147 DF, p-value: 2.761e-07 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0006879 0.00068793 29.037 2.761e-07 *** Output:Residuals 147 0.0034826 0.00002369 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.817923e-05 Output:[1] 4.816468e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.624147e-07 -3.175524e-05 Output:regressor -3.175524e-05 3.323498e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0049806 0.0020455 2.4350 0.01609 * Output:regressor 0.3106540 0.1502809 2.0672 0.04047 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| CH | ES | 0.0402 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0063375 -0.0030475 -0.0009097 0.0012522 0.0307866 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.000387 0.003137 -0.123 0.90199 Output:regressor 0.099852 0.037228 2.682 0.00815 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.005201 on 147 degrees of freedom Output:Multiple R-squared: 0.04666, Adjusted R-squared: 0.04017 Output:F-statistic: 7.194 on 1 and 147 DF, p-value: 0.008152 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0001946 1.9458e-04 7.1941 0.008152 ** Output:Residuals 147 0.0039759 2.7047e-05 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.817923e-05 Output:[1] 0.0001318641 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 9.840278e-06 -0.0001156985 Output:regressor -1.156985e-04 0.0013859091 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.00038698 0.00406485 -0.0952 0.92428 Output:regressor 0.09985197 0.05260718 1.8981 0.05965 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Correlations for DE
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| DE | DE | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-4.36e-18 -4.98e-19 -3.20e-19 -1.38e-19 4.62e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 4.548e-18 4.368e-19 1.041e+01 <2e-16 *** Output:regressor 1.000e+00 2.813e-17 3.554e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.907e-18 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.263e+33 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.019287 0.019287 1.2634e+33 < 2.2e-16 *** Output:Residuals 147 0.000000 0.000000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.00013032 Output:[1] 0.00013032 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.907869e-37 -8.361440e-36 Output:regressor -8.361440e-36 7.915119e-34 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 4.5477e-18 3.8211e-19 1.1901e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 1.1478e-17 8.7124e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
| DE | FR | 0.5007 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.019374 -0.003630 -0.000235 0.002709 0.040931 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.005013 0.001435 -3.493 0.000632 *** Output:regressor 1.909250 0.156180 12.225 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.008066 on 147 degrees of freedom Output:Multiple R-squared: 0.5041, Adjusted R-squared: 0.5007 Output:F-statistic: 149.4 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0097231 0.0097231 149.44 < 2.2e-16 *** Output:Residuals 147 0.0095642 0.0000651 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.00013032 Output:[1] 1.802269e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.060315e-06 -0.0001990087 Output:regressor -1.990087e-04 0.0243921882 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0050131 0.0037369 -1.3415 0.1818227 Output:regressor 1.9092501 0.5628970 3.3918 0.0008921 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| DE | IT | 0.4211 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.019064 -0.003900 -0.000864 0.001733 0.038439 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0003179 0.0012135 0.262 0.794 Output:regressor 1.0723459 0.1028767 10.424 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.008686 on 147 degrees of freedom Output:Multiple R-squared: 0.425, Adjusted R-squared: 0.4211 Output:F-statistic: 108.7 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0081971 0.0081971 108.65 < 2.2e-16 *** Output:Residuals 147 0.0110903 0.0000754 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.00013032 Output:[1] 4.816468e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.472551e-06 -0.000101124 Output:regressor -1.011240e-04 0.010583619 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.00031787 0.00305767 0.1040 0.91734 Output:regressor 1.07234588 0.41722684 2.5702 0.01116 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| DE | CH | 0.2409 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.027801 -0.003902 -0.001371 0.001191 0.057866 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.002084 0.001471 1.417 0.158 Output:regressor 1.066757 0.154010 6.927 1.25e-10 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.009946 on 147 degrees of freedom Output:Multiple R-squared: 0.2461, Adjusted R-squared: 0.2409 Output:F-statistic: 47.98 on 1 and 147 DF, p-value: 1.252e-10 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0047459 0.0047459 47.977 1.252e-10 *** Output:Residuals 147 0.0145414 0.0000989 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.00013032 Output:[1] 2.817923e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.162582e-06 -0.0001885402 Output:regressor -1.885402e-04 0.0237191267 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0020844 0.0038666 0.5391 0.5907 Output:regressor 1.0667574 0.6571835 1.6232 0.1067 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| DE | RO | 0.1214 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.017313 -0.004456 -0.001488 0.000739 0.075585 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.002575 0.001935 1.331 0.185 Output:regressor 0.542273 0.117074 4.632 7.91e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.0107 on 147 degrees of freedom Output:Multiple R-squared: 0.1274, Adjusted R-squared: 0.1214 Output:F-statistic: 21.45 on 1 and 147 DF, p-value: 7.912e-06 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0024564 0.0024565 21.454 7.912e-06 *** Output:Residuals 147 0.0168309 0.0001145 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.00013032 Output:[1] 5.6443e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.743263e-06 -0.0002019252 Output:regressor -2.019252e-04 0.0137062472 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0025749 0.0030210 0.8523 0.39542 Output:regressor 0.5422730 0.3151946 1.7204 0.08746 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| DE | ES | 0.1206 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.011440 -0.004750 -0.002624 0.000597 0.078215 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.018956 0.006457 -2.936 0.00386 ** Output:regressor 0.353612 0.076632 4.614 8.52e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01071 on 147 degrees of freedom Output:Multiple R-squared: 0.1265, Adjusted R-squared: 0.1206 Output:F-statistic: 21.29 on 1 and 147 DF, p-value: 8.516e-06 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0024403 0.00244030 21.293 8.516e-06 *** Output:Residuals 147 0.0168471 0.00011461 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.00013032 Output:[1] 0.0001318641 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0000416957 -0.0004902434 Output:regressor -0.0004902434 0.0058724404 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.018956 0.015852 -1.1959 0.23367 Output:regressor 0.353612 0.212267 1.6659 0.09787 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| DE | GB | 0.1000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.020498 -0.004844 -0.002251 0.000640 0.072296 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.001244 0.002402 0.518 0.605 Output:regressor 0.690046 0.165237 4.176 5.06e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01083 on 147 degrees of freedom Output:Multiple R-squared: 0.1061, Adjusted R-squared: 0.09997 Output:F-statistic: 17.44 on 1 and 147 DF, p-value: 5.061e-05 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0020455 0.00204553 17.44 5.061e-05 *** Output:Residuals 147 0.0172418 0.00011729 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.00013032 Output:[1] 2.902604e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.767898e-06 -0.0003687685 Output:regressor -3.687685e-04 0.0273033881 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0012439 0.0056088 0.2218 0.8248 Output:regressor 0.6900465 0.5094843 1.3544 0.1777 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Correlations for ES
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| ES | ES | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-5.477e-18 -6.590e-19 -4.120e-19 -1.350e-19 5.786e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 5.457e-17 2.950e-18 1.850e+01 <2e-16 *** Output:regressor 1.000e+00 3.501e-17 2.856e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 4.891e-18 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 8.157e+32 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.019516 0.019516 8.1572e+32 < 2.2e-16 *** Output:Residuals 147 0.000000 0.000000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0001318641 Output:[1] 0.0001318641 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 8.704206e-36 -1.023410e-34 Output:regressor -1.023410e-34 1.225904e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 5.4572e-17 4.3805e-18 1.2458e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 4.8287e-17 2.0710e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
| ES | DE | 0.1206 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.036627 -0.005844 0.000477 0.005652 0.024926 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.079702 0.001204 66.206 < 2e-16 *** Output:regressor 0.357802 0.077540 4.614 8.52e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01077 on 147 degrees of freedom Output:Multiple R-squared: 0.1265, Adjusted R-squared: 0.1206 Output:F-statistic: 21.29 on 1 and 147 DF, p-value: 8.516e-06 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0024692 0.00246921 21.293 8.516e-06 *** Output:Residuals 147 0.0170467 0.00011596 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0001318641 Output:[1] 0.00013032 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.449241e-06 -6.351454e-05 Output:regressor -6.351454e-05 6.012423e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0797023 0.0019164 41.589 < 2.2e-16 *** Output:regressor 0.3578020 0.0785515 4.555 1.092e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| ES | IT | 0.0772 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.040625 -0.005941 0.000703 0.006488 0.026488 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.078915 0.001541 51.206 < 2e-16 *** Output:regressor 0.477983 0.130653 3.658 0.000353 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01103 on 147 degrees of freedom Output:Multiple R-squared: 0.08345, Adjusted R-squared: 0.07722 Output:F-statistic: 13.38 on 1 and 147 DF, p-value: 0.0003529 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0016286 0.00162860 13.384 0.0003529 *** Output:Residuals 147 0.0178873 0.00012168 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0001318641 Output:[1] 4.816468e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.375051e-06 -0.000163101 Output:regressor -1.631010e-04 0.017070125 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.078915 0.002085 37.849 < 2.2e-16 *** Output:regressor 0.477983 0.131603 3.632 0.0003878 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| ES | FR | 0.0766 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.043078 -0.006214 0.000184 0.006806 0.026961 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.077129 0.001964 39.280 < 2e-16 *** Output:regressor 0.778641 0.213654 3.644 0.000371 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01103 on 147 degrees of freedom Output:Multiple R-squared: 0.08286, Adjusted R-squared: 0.07663 Output:F-statistic: 13.28 on 1 and 147 DF, p-value: 0.0003711 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0016172 0.00161717 13.282 0.0003711 *** Output:Residuals 147 0.0178987 0.00012176 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0001318641 Output:[1] 1.802269e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.855727e-06 -0.0003724299 Output:regressor -3.724299e-04 0.0456481630 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0771294 0.0022585 34.1504 < 2.2e-16 *** Output:regressor 0.7786411 0.1847627 4.2143 4.355e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| ES | GB | 0.0650 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.038238 -0.005686 -0.000273 0.006324 0.027098 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.075793 0.002462 30.781 < 2e-16 *** Output:regressor 0.569312 0.169410 3.361 0.000991 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.0111 on 147 degrees of freedom Output:Multiple R-squared: 0.07134, Adjusted R-squared: 0.06503 Output:F-statistic: 11.29 on 1 and 147 DF, p-value: 0.0009912 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0013924 0.00139235 11.293 0.0009912 *** Output:Residuals 147 0.0181235 0.00012329 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0001318641 Output:[1] 2.902604e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 6.062853e-06 -0.0003876263 Output:regressor -3.876263e-04 0.0286996116 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0757928 0.0030952 24.4871 < 2.2e-16 *** Output:regressor 0.5693115 0.1565894 3.6357 0.0003827 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| ES | CH | 0.0402 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.037868 -0.004999 -0.000197 0.007134 0.026653 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.079768 0.001663 47.954 < 2e-16 *** Output:regressor 0.467255 0.174207 2.682 0.00815 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01125 on 147 degrees of freedom Output:Multiple R-squared: 0.04666, Adjusted R-squared: 0.04017 Output:F-statistic: 7.194 on 1 and 147 DF, p-value: 0.008152 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0009105 0.00091054 7.1941 0.008152 ** Output:Residuals 147 0.0186053 0.00012657 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0001318641 Output:[1] 2.817923e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.766964e-06 -0.000241232 Output:regressor -2.412320e-04 0.030347964 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0797679 0.0021429 37.224 < 2.2e-16 *** Output:regressor 0.4672551 0.1779374 2.626 0.009555 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| ES | RO | 0.0167 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.039270 -0.005892 0.000182 0.005904 0.024949 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.080043 0.002059 38.876 <2e-16 *** Output:regressor 0.233402 0.124588 1.873 0.063 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01139 on 147 degrees of freedom Output:Multiple R-squared: 0.02332, Adjusted R-squared: 0.01667 Output:F-statistic: 3.51 on 1 and 147 DF, p-value: 0.063 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0004551 0.00045507 3.5096 0.063 . Output:Residuals 147 0.0190608 0.00012967 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0001318641 Output:[1] 5.6443e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.239202e-06 -0.000228678 Output:regressor -2.286780e-04 0.015522165 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0800435 0.0021557 37.1314 < 2e-16 *** Output:regressor 0.2334021 0.1202826 1.9404 0.05424 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Correlations for FR
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| FR | FR | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.318e-18 -2.333e-19 -1.065e-19 -2.410e-20 1.481e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.411e-18 2.246e-19 1.519e+01 <2e-16 *** Output:regressor 1.000e+00 2.444e-17 4.092e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.262e-18 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.675e+33 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0026674 0.0026674 1.6746e+33 < 2.2e-16 *** Output:Residuals 147 0.0000000 0.0000000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.802269e-05 Output:[1] 1.802269e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.044029e-38 -4.872096e-36 Output:regressor -4.872096e-36 5.971654e-34 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.4107e-18 3.1552e-19 1.081e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 2.9325e-17 3.410e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
| FR | IT | 0.5299 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0077526 -0.0019269 -0.0004068 0.0014530 0.0104598 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0038914 0.0004067 9.569 <2e-16 *** Output:regressor 0.4466156 0.0344760 12.954 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.002911 on 147 degrees of freedom Output:Multiple R-squared: 0.5331, Adjusted R-squared: 0.5299 Output:F-statistic: 167.8 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0014219 0.00142186 167.82 < 2.2e-16 *** Output:Residuals 147 0.0012455 0.00000847 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.802269e-05 Output:[1] 4.816468e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.653750e-07 -1.135674e-05 Output:regressor -1.135674e-05 1.188595e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.00389140 0.00059915 6.4949 1.204e-09 *** Output:regressor 0.44661556 0.07512318 5.9451 1.926e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| FR | DE | 0.5007 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0063629 -0.0021132 -0.0006391 0.0014112 0.0097380 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0053694 0.0003353 16.01 <2e-16 *** Output:regressor 0.2640409 0.0215990 12.22 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.003 on 147 degrees of freedom Output:Multiple R-squared: 0.5041, Adjusted R-squared: 0.5007 Output:F-statistic: 149.4 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0013447 0.0013447 149.44 < 2.2e-16 *** Output:Residuals 147 0.0013227 0.0000090 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.802269e-05 Output:[1] 0.00013032 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.124498e-07 -4.928233e-06 Output:regressor -4.928233e-06 4.665171e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.00536941 0.00032356 16.595 < 2.2e-16 *** Output:regressor 0.26404090 0.00836676 31.558 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| FR | CH | 0.2304 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0140617 -0.0022361 -0.0005737 0.0016012 0.0163776 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0050728 0.0005506 9.213 3.04e-16 *** Output:regressor 0.3882146 0.0576680 6.732 3.51e-10 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.003724 on 147 degrees of freedom Output:Multiple R-squared: 0.2356, Adjusted R-squared: 0.2304 Output:F-statistic: 45.32 on 1 and 147 DF, p-value: 3.505e-10 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.00062854 0.00062854 45.318 3.505e-10 *** Output:Residuals 147 0.00203882 0.00001387 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.802269e-05 Output:[1] 2.817923e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.032101e-07 -2.643473e-05 Output:regressor -2.643473e-05 3.325597e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0050728 0.0012822 3.9564 0.000118 *** Output:regressor 0.3882146 0.2024866 1.9172 0.057148 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| FR | GB | 0.1522 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0081679 -0.0024171 -0.0009638 0.0018843 0.0173746 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0039293 0.0008668 4.533 1.20e-05 *** Output:regressor 0.3131404 0.0596394 5.251 5.22e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.003909 on 147 degrees of freedom Output:Multiple R-squared: 0.1579, Adjusted R-squared: 0.1522 Output:F-statistic: 27.57 on 1 and 147 DF, p-value: 5.216e-07 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.00042124 0.00042124 27.568 5.216e-07 *** Output:Residuals 147 0.00224612 0.00001528 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.802269e-05 Output:[1] 2.902604e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 7.513928e-07 -4.804003e-05 Output:regressor -4.804003e-05 3.556854e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0039293 0.0015784 2.4895 0.01391 * Output:regressor 0.3131404 0.1438450 2.1769 0.03108 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| FR | RO | 0.0892 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.007261 -0.002550 -0.001101 0.001553 0.020220 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0055886 0.0007326 7.629 2.74e-12 *** Output:regressor 0.1744535 0.0443298 3.935 0.000128 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.004052 on 147 degrees of freedom Output:Multiple R-squared: 0.09531, Adjusted R-squared: 0.08916 Output:F-statistic: 15.49 on 1 and 147 DF, p-value: 0.0001277 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.00025423 2.5423e-04 15.487 0.0001277 *** Output:Residuals 147 0.00241312 1.6416e-05 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.802269e-05 Output:[1] 5.6443e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.366887e-07 -2.895094e-05 Output:regressor -2.895094e-05 1.965127e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0055886 0.0015371 3.6358 0.0003825 *** Output:regressor 0.1744535 0.1303128 1.3387 0.1827256 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| FR | ES | 0.0766 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0074151 -0.0022942 -0.0009065 0.0014962 0.0212244 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0007256 0.0024606 -0.295 0.768496 Output:regressor 0.1064217 0.0292015 3.644 0.000371 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.004079 on 147 degrees of freedom Output:Multiple R-squared: 0.08286, Adjusted R-squared: 0.07663 Output:F-statistic: 13.28 on 1 and 147 DF, p-value: 0.0003711 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.00022103 2.2103e-04 13.282 0.0003711 *** Output:Residuals 147 0.00244633 1.6642e-05 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.802269e-05 Output:[1] 0.0001318641 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 6.054549e-06 -7.118727e-05 Output:regressor -7.118727e-05 8.527254e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0007256 0.0046772 -0.1551 0.8769 Output:regressor 0.1064217 0.0607303 1.7524 0.0818 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Correlations for GB
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| GB | GB | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-7.054e-17 3.140e-19 4.950e-19 6.460e-19 6.593e-18 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.819e-17 1.304e-18 -1.395e+01 <2e-16 *** Output:regressor 1.000e+00 8.971e-17 1.115e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 5.88e-18 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.242e+32 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0042959 0.0042959 1.2424e+32 < 2.2e-16 *** Output:Residuals 147 0.0000000 0.0000000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.902604e-05 Output:[1] 2.902604e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.700335e-36 -1.087103e-34 Output:regressor -1.087103e-34 8.048843e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.8191e-17 1.2065e-18 -1.5078e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 6.0878e-17 1.6426e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
| GB | CH | 0.3632 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0116378 -0.0027387 -0.0006473 0.0020655 0.0174471 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0086157 0.0006357 13.554 < 2e-16 *** Output:regressor 0.6152645 0.0665731 9.242 2.56e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.004299 on 147 degrees of freedom Output:Multiple R-squared: 0.3675, Adjusted R-squared: 0.3632 Output:F-statistic: 85.41 on 1 and 147 DF, p-value: 2.557e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0015788 0.00157875 85.413 2.557e-16 *** Output:Residuals 147 0.0027171 0.00001848 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.902604e-05 Output:[1] 2.817923e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.040837e-07 -3.522919e-05 Output:regressor -3.522919e-05 4.431975e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.00861567 0.00075506 11.4106 < 2.2e-16 *** Output:regressor 0.61526451 0.06568587 9.3668 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| GB | RO | 0.2062 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0122888 -0.0027965 -0.0005494 0.0021563 0.0213864 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0086472 0.0008679 9.963 < 2e-16 *** Output:regressor 0.3298280 0.0525194 6.280 3.61e-09 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.0048 on 147 degrees of freedom Output:Multiple R-squared: 0.2115, Adjusted R-squared: 0.2062 Output:F-statistic: 39.44 on 1 and 147 DF, p-value: 3.612e-09 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0009088 0.00090876 39.44 3.612e-09 *** Output:Residuals 147 0.0033871 0.00002304 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.902604e-05 Output:[1] 5.6443e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 7.533045e-07 -4.063599e-05 Output:regressor -4.063599e-05 2.758282e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0086472 0.0010420 8.2985 6.238e-14 *** Output:regressor 0.3298280 0.0775928 4.2508 3.769e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| GB | IT | 0.1602 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.010486 -0.002999 -0.000914 0.001488 0.028647 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0104857 0.0006898 15.201 < 2e-16 *** Output:regressor 0.3161379 0.0584784 5.406 2.55e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.004937 on 147 degrees of freedom Output:Multiple R-squared: 0.1658, Adjusted R-squared: 0.1602 Output:F-statistic: 29.23 on 1 and 147 DF, p-value: 2.546e-07 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0007124 0.00071243 29.226 2.546e-07 *** Output:Residuals 147 0.0035834 0.00002438 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.902604e-05 Output:[1] 4.816468e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.758021e-07 -3.267459e-05 Output:regressor -3.267459e-05 3.419717e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0104857 0.0014399 7.2822 1.842e-11 *** Output:regressor 0.3161379 0.1051742 3.0058 0.003115 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| GB | FR | 0.1522 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0117005 -0.0030255 -0.0008242 0.0023080 0.0228740 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0093917 0.0008828 10.639 < 2e-16 *** Output:regressor 0.5043214 0.0960509 5.251 5.22e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.004961 on 147 degrees of freedom Output:Multiple R-squared: 0.1579, Adjusted R-squared: 0.1522 Output:F-statistic: 27.57 on 1 and 147 DF, p-value: 5.216e-07 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0006784 0.00067842 27.568 5.216e-07 *** Output:Residuals 147 0.0036174 0.00002461 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.902604e-05 Output:[1] 1.802269e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 7.792656e-07 -7.527032e-05 Output:regressor -7.527032e-05 9.225768e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.00939172 0.00093097 10.0881 < 2.2e-16 *** Output:regressor 0.50432138 0.12390781 4.0701 7.644e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| GB | DE | 0.1000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0123955 -0.0031632 -0.0008332 0.0015916 0.0260585 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0118827 0.0005714 20.796 < 2e-16 *** Output:regressor 0.1536933 0.0368031 4.176 5.06e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.005111 on 147 degrees of freedom Output:Multiple R-squared: 0.1061, Adjusted R-squared: 0.09997 Output:F-statistic: 17.44 on 1 and 147 DF, p-value: 5.061e-05 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0004556 4.556e-04 17.44 5.061e-05 *** Output:Residuals 147 0.0038403 2.612e-05 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.902604e-05 Output:[1] 0.00013032 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.264832e-07 -1.430848e-05 Output:regressor -1.430848e-05 1.354472e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.01188273 0.00066827 17.7814 < 2e-16 *** Output:regressor 0.15369332 0.06083196 2.5265 0.01258 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| GB | ES | 0.0650 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0107341 -0.0034825 -0.0006717 0.0019930 0.0235045 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.003045 0.003142 0.969 0.334173 Output:regressor 0.125317 0.037291 3.361 0.000991 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.005209 on 147 degrees of freedom Output:Multiple R-squared: 0.07134, Adjusted R-squared: 0.06503 Output:F-statistic: 11.29 on 1 and 147 DF, p-value: 0.0009912 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0003065 3.0649e-04 11.293 0.0009912 *** Output:Residuals 147 0.0039894 2.7139e-05 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.902604e-05 Output:[1] 0.0001318641 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 9.873499e-06 -0.0001160891 Output:regressor -1.160891e-04 0.0013905880 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0030446 0.0039322 0.7743 0.44002 Output:regressor 0.1253174 0.0520676 2.4068 0.01733 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Correlations for IT
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| IT | IT | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.329e-17 2.240e-20 9.590e-20 1.842e-19 1.265e-18 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -2.274e-18 1.600e-19 -1.421e+01 <2e-16 *** Output:regressor 1.000e+00 1.357e-17 7.370e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.146e-18 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 5.432e+33 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0071284 0.0071284 5.4318e+33 < 2.2e-16 *** Output:Residuals 147 0.0000000 0.0000000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 4.816468e-05 Output:[1] 4.816468e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.561469e-38 -1.759028e-36 Output:regressor -1.759028e-36 1.840996e-34 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -2.2738e-18 2.4426e-19 -9.3089e+00 < 2.2e-16 *** Output:regressor 1.0000e+00 1.7160e-17 5.8277e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
| IT | FR | 0.5299 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0160676 -0.0030943 -0.0004543 0.0025891 0.0199583 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0001831 0.0008468 -0.216 0.829 Output:regressor 1.1935565 0.0921353 12.954 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.004758 on 147 degrees of freedom Output:Multiple R-squared: 0.5331, Adjusted R-squared: 0.5299 Output:F-statistic: 167.8 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0037999 0.0037999 167.82 < 2.2e-16 *** Output:Residuals 147 0.0033285 0.0000226 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 4.816468e-05 Output:[1] 1.802269e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 7.170261e-07 -6.925853e-05 Output:regressor -6.925853e-05 8.488912e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.00018311 0.00114212 -0.1603 0.8728 Output:regressor 1.19355652 0.13411667 8.8994 1.918e-15 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| IT | DE | 0.4211 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0130426 -0.0028190 -0.0003363 0.0027465 0.0178565 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0053680 0.0005903 9.094 6.14e-16 *** Output:regressor 0.3963259 0.0380220 10.424 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.00528 on 147 degrees of freedom Output:Multiple R-squared: 0.425, Adjusted R-squared: 0.4211 Output:F-statistic: 108.7 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0030295 0.00302955 108.65 < 2.2e-16 *** Output:Residuals 147 0.0040988 0.00002788 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 4.816468e-05 Output:[1] 0.00013032 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.484659e-07 -1.527189e-05 Output:regressor -1.527189e-05 1.445670e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.00536802 0.00071814 7.4749 6.409e-12 *** Output:regressor 0.39632587 0.03496942 11.3335 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| IT | GB | 0.1602 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.022998 -0.002895 -0.000410 0.002240 0.037738 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.00247 0.00141 1.751 0.082 . Output:regressor 0.52459 0.09704 5.406 2.55e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.00636 on 147 degrees of freedom Output:Multiple R-squared: 0.1658, Adjusted R-squared: 0.1602 Output:F-statistic: 29.23 on 1 and 147 DF, p-value: 2.546e-07 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0011822 0.00118218 29.226 2.546e-07 *** Output:Residuals 147 0.0059462 0.00004045 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 4.816468e-05 Output:[1] 2.902604e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.989175e-06 -0.0001271772 Output:regressor -1.271772e-04 0.0094161194 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0024695 0.0034103 0.7241 0.47013 Output:regressor 0.5245869 0.2947049 1.7800 0.07714 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| IT | CH | 0.1593 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.026027 -0.002977 -0.000242 0.002561 0.034107 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0053341 0.0009409 5.669 7.35e-08 *** Output:regressor 0.5309779 0.0985365 5.389 2.76e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.006363 on 147 degrees of freedom Output:Multiple R-squared: 0.165, Adjusted R-squared: 0.1593 Output:F-statistic: 29.04 on 1 and 147 DF, p-value: 2.761e-07 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0011758 0.00117583 29.037 2.761e-07 *** Output:Residuals 147 0.0059525 0.00004049 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 4.816468e-05 Output:[1] 2.817923e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 8.852550e-07 -7.717911e-05 Output:regressor -7.717911e-05 9.709446e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0053341 0.0026543 2.0096 0.04631 * Output:regressor 0.5309779 0.4273386 1.2425 0.21602 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| IT | RO | 0.1102 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.013602 -0.003332 -0.000500 0.002047 0.042078 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.004916 0.001184 4.153 5.53e-05 *** Output:regressor 0.314845 0.071629 4.396 2.11e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.006547 on 147 degrees of freedom Output:Multiple R-squared: 0.1162, Adjusted R-squared: 0.1102 Output:F-statistic: 19.32 on 1 and 147 DF, p-value: 2.106e-05 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0008281 0.00082807 19.321 2.106e-05 *** Output:Residuals 147 0.0063003 0.00004286 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 4.816468e-05 Output:[1] 5.6443e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.401213e-06 -7.558656e-05 Output:regressor -7.558656e-05 5.130651e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0049164 0.0018608 2.6420 0.009133 ** Output:regressor 0.3148449 0.1578041 1.9952 0.047873 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| IT | ES | 0.0772 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.012510 -0.003748 -0.000978 0.002082 0.044267 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.005020 0.004021 -1.248 0.213858 Output:regressor 0.174588 0.047722 3.658 0.000353 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.006667 on 147 degrees of freedom Output:Multiple R-squared: 0.08345, Adjusted R-squared: 0.07722 Output:F-statistic: 13.38 on 1 and 147 DF, p-value: 0.0003529 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0005949 0.00059486 13.384 0.0003529 *** Output:Residuals 147 0.0065335 0.00004445 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 4.816468e-05 Output:[1] 0.0001318641 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.617013e-05 -0.0001901227 Output:regressor -1.901227e-04 0.0022774082 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0050202 0.0072404 -0.6934 0.48918 Output:regressor 0.1745880 0.0913527 1.9111 0.05793 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Correlations for RO
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| RO | RO | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-7.918e-19 -6.836e-20 1.471e-20 6.965e-20 1.630e-18 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.000e+00 6.059e-20 0.000e+00 1 Output:regressor 1.000e+00 3.666e-18 2.727e+17 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.351e-19 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 7.439e+34 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0083536 0.0083536 7.4391e+34 < 2.2e-16 *** Output:Residuals 147 0.0000000 0.0000000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 5.6443e-05 Output:[1] 5.6443e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.671248e-39 -1.980405e-37 Output:regressor -1.980405e-37 1.344256e-35 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0000e+00 7.7627e-20 0.0000e+00 1 Output:regressor 1.0000e+00 5.8733e-18 1.7026e+17 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
| RO | CH | 0.2906 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.015836 -0.003766 -0.001177 0.001906 0.036540 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0086178 0.0009356 9.211 3.07e-16 *** Output:regressor 0.7692323 0.0979824 7.851 7.92e-13 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.006328 on 147 degrees of freedom Output:Multiple R-squared: 0.2954, Adjusted R-squared: 0.2906 Output:F-statistic: 61.63 on 1 and 147 DF, p-value: 7.919e-13 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0024678 0.00246778 61.634 7.919e-13 *** Output:Residuals 147 0.0058858 0.00004004 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 5.6443e-05 Output:[1] 2.817923e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 8.753270e-07 -7.631355e-05 Output:regressor -7.631355e-05 9.600555e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0086178 0.0013355 6.4530 1.494e-09 *** Output:regressor 0.7692323 0.1838399 4.1843 4.902e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| RO | GB | 0.2062 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.010322 -0.004459 -0.001049 0.003513 0.036878 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.006070 0.001484 4.089 7.10e-05 *** Output:regressor 0.641372 0.102127 6.280 3.61e-09 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.006694 on 147 degrees of freedom Output:Multiple R-squared: 0.2115, Adjusted R-squared: 0.2062 Output:F-statistic: 39.44 on 1 and 147 DF, p-value: 3.612e-09 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0017671 0.00176713 39.44 3.612e-09 *** Output:Residuals 147 0.0065864 0.00004481 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 5.6443e-05 Output:[1] 2.902604e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.203354e-06 -0.0001408707 Output:regressor -1.408707e-04 0.0104299759 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0060698 0.0020830 2.9139 0.004128 ** Output:regressor 0.6413717 0.1927739 3.3271 0.001109 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| RO | DE | 0.1214 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.011641 -0.004402 -0.001306 0.002583 0.037787 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0122513 0.0007872 15.562 < 2e-16 *** Output:regressor 0.2348643 0.0507059 4.632 7.91e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.007042 on 147 degrees of freedom Output:Multiple R-squared: 0.1274, Adjusted R-squared: 0.1214 Output:F-statistic: 21.45 on 1 and 147 DF, p-value: 7.912e-06 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0010639 0.00106391 21.454 7.912e-06 *** Output:Residuals 147 0.0072896 0.00004959 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 5.6443e-05 Output:[1] 0.00013032 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 6.197371e-07 -2.716065e-05 Output:regressor -2.716065e-05 2.571085e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0122513 0.0011092 11.045 < 2e-16 *** Output:regressor 0.2348643 0.0752526 3.121 0.00217 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| RO | IT | 0.1102 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.010007 -0.004969 -0.001495 0.003008 0.038153 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0112070 0.0009901 11.319 < 2e-16 *** Output:regressor 0.3689590 0.0839397 4.396 2.11e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.007087 on 147 degrees of freedom Output:Multiple R-squared: 0.1162, Adjusted R-squared: 0.1102 Output:F-statistic: 19.32 on 1 and 147 DF, p-value: 2.106e-05 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0009704 0.00097039 19.321 2.106e-05 *** Output:Residuals 147 0.0073832 0.00005023 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 5.6443e-05 Output:[1] 4.816468e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 9.803282e-07 -6.732173e-05 Output:regressor -6.732173e-05 7.045881e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0112070 0.0012364 9.0645 7.278e-16 *** Output:regressor 0.3689590 0.1034704 3.5658 0.0004898 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| RO | FR | 0.0892 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.009537 -0.004790 -0.001530 0.002961 0.038699 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.010275 0.001276 8.053 2.53e-13 *** Output:regressor 0.546349 0.138831 3.935 0.000128 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.00717 on 147 degrees of freedom Output:Multiple R-squared: 0.09531, Adjusted R-squared: 0.08916 Output:F-statistic: 15.49 on 1 and 147 DF, p-value: 0.0001277 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0007962 7.962e-04 15.487 0.0001277 *** Output:Residuals 147 0.0075574 5.141e-05 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 5.6443e-05 Output:[1] 1.802269e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.628001e-06 -0.0001572509 Output:regressor -1.572509e-04 0.0192739968 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0102748 0.0014524 7.0746 5.668e-11 *** Output:regressor 0.5463493 0.1098971 4.9715 1.828e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| RO | ES | 0.0167 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.010178 -0.004592 -0.001481 0.002894 0.037724 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.006392 0.004494 1.422 0.157 Output:regressor 0.099905 0.053329 1.873 0.063 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.00745 on 147 degrees of freedom Output:Multiple R-squared: 0.02332, Adjusted R-squared: 0.01667 Output:F-statistic: 3.51 on 1 and 147 DF, p-value: 0.063 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0001948 1.9479e-04 3.5096 0.063 . Output:Residuals 147 0.0081588 5.5502e-05 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 5.6443e-05 Output:[1] 0.0001318641 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.019259e-05 -0.0002374174 Output:regressor -2.374174e-04 0.0028439327 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0063921 0.0060421 1.0579 0.2918 Output:regressor 0.0999052 0.0760819 1.3131 0.1912 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Share of Positive News (for this topic)
Correlations for CH
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| CH | CH | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.225e-15 3.330e-18 7.110e-18 1.058e-17 8.533e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -4.366e-16 2.487e-17 -1.755e+01 <2e-16 *** Output:regressor 1.000e+00 5.041e-17 1.984e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.023e-16 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 3.936e+32 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 4.1184 4.1184 3.9356e+32 < 2.2e-16 *** Output:Residuals 147 0.0000 0.0000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02782715 Output:[1] 0.02782715 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 6.186960e-34 -1.180512e-33 Output:regressor -1.180512e-33 2.540931e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -4.3657e-16 2.2787e-17 -1.9159e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 3.3929e-17 2.9473e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
| CH | FR | 0.0059 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.42622 -0.11155 0.00735 0.10799 0.48304 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.39939 0.04955 8.060 2.44e-13 *** Output:regressor 0.11757 0.08590 1.369 0.173 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1663 on 147 degrees of freedom Output:Multiple R-squared: 0.01258, Adjusted R-squared: 0.005866 Output:F-statistic: 1.873 on 1 and 147 DF, p-value: 0.1732 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0518 0.051821 1.8732 0.1732 Output:Residuals 147 4.0666 0.027664 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02782715 Output:[1] 0.02533221 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002455631 -0.004092599 Output:regressor -0.004092599 0.007378684 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.399389 0.058161 6.8670 1.718e-10 *** Output:regressor 0.117567 0.092478 1.2713 0.2056 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| CH | GB | -0.0050 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.42941 -0.10708 -0.00545 0.10286 0.54290 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.4509 0.0297 15.18 <2e-16 *** Output:regressor 0.2235 0.4299 0.52 0.604 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1672 on 147 degrees of freedom Output:Multiple R-squared: 0.001836, Adjusted R-squared: -0.004954 Output:F-statistic: 0.2704 on 1 and 147 DF, p-value: 0.6039 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0076 0.0075608 0.2704 0.6039 Output:Residuals 147 4.1109 0.0279650 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02782715 Output:[1] 0.001022606 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0008821207 -0.01132762 Output:regressor -0.0113276194 0.18477579 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.450896 0.028393 15.8806 <2e-16 *** Output:regressor 0.223510 0.403996 0.5532 0.5809 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| CH | IT | -0.0054 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.41896 -0.10665 -0.00239 0.10009 0.54449 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.44950 0.03574 12.577 <2e-16 *** Output:regressor 0.02404 0.05258 0.457 0.648 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1673 on 147 degrees of freedom Output:Multiple R-squared: 0.00142, Adjusted R-squared: -0.005373 Output:F-statistic: 0.2091 on 1 and 147 DF, p-value: 0.6482 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0058 0.0058496 0.2091 0.6482 Output:Residuals 147 4.1126 0.0279767 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02782715 Output:[1] 0.06836859 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001277437 -0.001735749 Output:regressor -0.001735749 0.002764888 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.449504 0.040916 10.9859 <2e-16 *** Output:regressor 0.024044 0.053728 0.4475 0.6552 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| CH | ES | -0.0054 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.41926 -0.10759 -0.00606 0.10092 0.53997 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.3605 0.2316 1.557 0.122 Output:regressor 0.1418 0.3148 0.450 0.653 Output: Output:Residual standard error: 0.1673 on 147 degrees of freedom Output:Multiple R-squared: 0.001378, Adjusted R-squared: -0.005415 Output:F-statistic: 0.2029 on 1 and 147 DF, p-value: 0.6531 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0057 0.005676 0.2029 0.6531 Output:Residuals 147 4.1127 0.027978 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02782715 Output:[1] 0.001907501 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.05362009 -0.07276891 Output:regressor -0.07276891 0.09910321 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.36048 0.23507 1.5335 0.1273 Output:regressor 0.14179 0.31829 0.4455 0.6566 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| CH | DE | -0.0063 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.41681 -0.10792 -0.00525 0.10247 0.53048 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.48171 0.06247 7.711 1.73e-12 *** Output:regressor -0.02438 0.08683 -0.281 0.779 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1673 on 147 degrees of freedom Output:Multiple R-squared: 0.0005362, Adjusted R-squared: -0.006263 Output:F-statistic: 0.07887 on 1 and 147 DF, p-value: 0.7792 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0022 0.0022085 0.0789 0.7792 Output:Residuals 147 4.1162 0.0280014 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02782715 Output:[1] 0.02509621 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.003902342 -0.005291762 Output:regressor -0.005291762 0.007538941 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.481714 0.078001 6.1757 6.119e-09 *** Output:regressor -0.024384 0.101347 -0.2406 0.8102 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| CH | RO | -0.0068 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.41611 -0.11007 -0.00196 0.10121 0.53699 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.469156 0.062793 7.471 6.53e-12 *** Output:regressor -0.006145 0.082614 -0.074 0.941 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1674 on 147 degrees of freedom Output:Multiple R-squared: 3.764e-05, Adjusted R-squared: -0.006765 Output:F-statistic: 0.005533 on 1 and 147 DF, p-value: 0.9408 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0002 0.000155 0.0055 0.9408 Output:Residuals 147 4.1183 0.028015 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02782715 Output:[1] 0.02773484 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.003942985 -0.005062413 Output:regressor -0.005062413 0.006825107 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.4691565 0.0618544 7.5849 3.491e-12 *** Output:regressor -0.0061454 0.0811288 -0.0757 0.9397 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Correlations for DE
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| DE | DE | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-3.798e-17 -1.023e-17 -3.300e-18 1.440e-18 5.558e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.455e-16 1.770e-17 -8.223e+00 9.59e-14 *** Output:regressor 1.000e+00 2.460e-17 4.066e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 4.74e-17 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.653e+33 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 3.7142 3.7142 1.6529e+33 < 2.2e-16 *** Output:Residuals 147 0.0000 0.0000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02509621 Output:[1] 0.02509621 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Error:Warning message: Output: (Intercept) regressor Error:Output:(Intercept) 3.131649e-34 -4.246665e-34 In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:regressor -4.246665e-34 6.050038e-34 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.4552e-16 8.7821e-18 -1.6571e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 1.6052e-17 6.2298e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
| DE | RO | 0.2700 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.42820 -0.09160 -0.00198 0.10143 0.39287 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.33198 0.05078 6.538 9.65e-10 *** Output:regressor 0.49875 0.06681 7.465 6.75e-12 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1354 on 147 degrees of freedom Output:Multiple R-squared: 0.2749, Adjusted R-squared: 0.27 Output:F-statistic: 55.73 on 1 and 147 DF, p-value: 6.755e-12 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 1.0211 1.02106 55.732 6.755e-12 *** Output:Residuals 147 2.6932 0.01832 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02509621 Output:[1] 0.02773484 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002578552 -0.003310612 Output:regressor -0.003310612 0.004463343 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.331985 0.068197 4.8680 2.877e-06 *** Output:regressor 0.498749 0.084280 5.9178 2.203e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| DE | ES | 0.1568 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.44536 -0.09181 0.00935 0.10619 0.41070 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.3718 0.2014 -1.846 0.0668 . Output:regressor 1.4623 0.2738 5.341 3.44e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1455 on 147 degrees of freedom Output:Multiple R-squared: 0.1625, Adjusted R-squared: 0.1568 Output:F-statistic: 28.53 on 1 and 147 DF, p-value: 3.436e-07 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.60371 0.60371 28.531 3.436e-07 *** Output:Residuals 147 3.11053 0.02116 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02509621 Output:[1] 0.001907501 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.04055367 -0.05503621 Output:regressor -0.05503621 0.07495324 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.37184 0.24404 -1.5237 0.1297 Output:regressor 1.46235 0.32755 4.4645 1.588e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| DE | FR | 0.0433 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.38774 -0.08123 0.01667 0.11382 0.34064 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.57876 0.04617 12.537 < 2e-16 *** Output:regressor 0.22206 0.08002 2.775 0.00624 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1549 on 147 degrees of freedom Output:Multiple R-squared: 0.04977, Adjusted R-squared: 0.04331 Output:F-statistic: 7.7 on 1 and 147 DF, p-value: 0.006241 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.1849 0.184866 7.6997 0.006241 ** Output:Residuals 147 3.5294 0.024009 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02509621 Output:[1] 0.02533221 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002131226 -0.003551941 Output:regressor -0.003551941 0.006403912 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.578761 0.072442 7.9893 3.626e-13 *** Output:regressor 0.222055 0.108941 2.0383 0.04331 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| DE | GB | -0.0033 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.41289 -0.08130 0.03254 0.11699 0.30329 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.71975 0.02818 25.539 <2e-16 *** Output:regressor -0.29083 0.40789 -0.713 0.477 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1587 on 147 degrees of freedom Output:Multiple R-squared: 0.003447, Adjusted R-squared: -0.003333 Output:F-statistic: 0.5084 on 1 and 147 DF, p-value: 0.477 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0128 0.012801 0.5084 0.477 Output:Residuals 147 3.7014 0.025180 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02509621 Output:[1] 0.001022606 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.000794266 -0.01019945 Output:regressor -0.010199447 0.16637308 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.719753 0.043812 16.4281 <2e-16 *** Output:regressor -0.290832 0.471510 -0.6168 0.5383 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| DE | CH | -0.0063 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.41266 -0.09154 0.03030 0.12089 0.30228 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.71214 0.03864 18.430 <2e-16 *** Output:regressor -0.02199 0.07831 -0.281 0.779 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1589 on 147 degrees of freedom Output:Multiple R-squared: 0.0005362, Adjusted R-squared: -0.006263 Output:F-statistic: 0.07887 on 1 and 147 DF, p-value: 0.7792 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0020 0.0019917 0.0789 0.7792 Output:Residuals 147 3.7122 0.0252534 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02509621 Output:[1] 0.02782715 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001493047 -0.002848830 Output:regressor -0.002848830 0.006131815 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.712141 0.040726 17.4863 <2e-16 *** Output:regressor -0.021991 0.091881 -0.2393 0.8112 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| DE | IT | -0.0067 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.41286 -0.08851 0.02909 0.12053 0.29922 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.705242 0.033965 20.764 <2e-16 *** Output:regressor -0.005285 0.049969 -0.106 0.916 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1589 on 147 degrees of freedom Output:Multiple R-squared: 7.61e-05, Adjusted R-squared: -0.006726 Output:F-statistic: 0.01119 on 1 and 147 DF, p-value: 0.9159 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0003 0.0002827 0.0112 0.9159 Output:Residuals 147 3.7140 0.0252650 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02509621 Output:[1] 0.06836859 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001153621 -0.001567511 Output:regressor -0.001567511 0.002496900 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.7052418 0.0613417 11.4969 <2e-16 *** Output:regressor -0.0052853 0.0762299 -0.0693 0.9448 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Correlations for ES
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| ES | ES | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.099e-16 -2.370e-19 1.395e-18 2.597e-18 1.843e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.911e-16 2.447e-17 1.189e+01 <2e-16 *** Output:regressor 1.000e+00 3.327e-17 3.006e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.768e-17 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 9.037e+32 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.28231 0.28231 9.0366e+32 < 2.2e-16 *** Output:Residuals 147 0.00000 0.00000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001907501 Output:[1] 0.001907501 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.987319e-34 -8.125512e-34 Output:regressor -8.125512e-34 1.106605e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.9105e-16 2.3849e-17 1.2204e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 3.4280e-17 2.9171e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
| ES | RO | 0.2707 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.115560 -0.024299 0.002115 0.023791 0.105228 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.63215 0.01399 45.177 < 2e-16 *** Output:regressor 0.13769 0.01841 7.479 6.26e-12 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.0373 on 147 degrees of freedom Output:Multiple R-squared: 0.2756, Adjusted R-squared: 0.2707 Output:F-statistic: 55.94 on 1 and 147 DF, p-value: 6.264e-12 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.077815 0.077815 55.937 6.264e-12 *** Output:Residuals 147 0.204495 0.001391 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001907501 Output:[1] 0.02773484 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0001957916 -0.0002513775 Output:regressor -0.0002513775 0.0003389053 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.632148 0.030634 20.6352 < 2.2e-16 *** Output:regressor 0.137685 0.038495 3.5767 0.0004714 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| ES | DE | 0.1568 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.132647 -0.021714 0.002503 0.024949 0.095764 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.65626 0.01497 43.834 < 2e-16 *** Output:regressor 0.11115 0.02081 5.341 3.44e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.0401 on 147 degrees of freedom Output:Multiple R-squared: 0.1625, Adjusted R-squared: 0.1568 Output:F-statistic: 28.53 on 1 and 147 DF, p-value: 3.436e-07 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.045887 0.045887 28.531 3.436e-07 *** Output:Residuals 147 0.236424 0.001608 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001907501 Output:[1] 0.02509621 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0002241396 -0.0003039440 Output:regressor -0.0003039440 0.0004330157 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.656255 0.028612 22.9368 < 2.2e-16 *** Output:regressor 0.111150 0.034973 3.1782 0.001807 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| ES | FR | 0.0664 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.148321 -0.019592 0.004065 0.022659 0.096993 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.69324 0.01257 55.137 < 2e-16 *** Output:regressor 0.07398 0.02179 3.394 0.000884 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.0422 on 147 degrees of freedom Output:Multiple R-squared: 0.07269, Adjusted R-squared: 0.06638 Output:F-statistic: 11.52 on 1 and 147 DF, p-value: 0.0008842 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.02052 0.0205199 11.522 0.0008842 *** Output:Residuals 147 0.26179 0.0017809 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001907501 Output:[1] 0.02533221 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0001580831 -0.0002634641 Output:regressor -0.0002634641 0.0004750083 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.693240 0.021316 32.5225 < 2e-16 *** Output:regressor 0.073981 0.028175 2.6258 0.00956 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| ES | GB | 0.0615 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.158285 -0.025027 0.004522 0.028651 0.086866 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.712459 0.007514 94.812 < 2e-16 *** Output:regressor 0.355849 0.108756 3.272 0.00133 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.04231 on 147 degrees of freedom Output:Multiple R-squared: 0.06789, Adjusted R-squared: 0.06154 Output:F-statistic: 10.71 on 1 and 147 DF, p-value: 0.001331 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.019165 0.0191646 10.706 0.001331 ** Output:Residuals 147 0.263145 0.0017901 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001907501 Output:[1] 0.001022606 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.646658e-05 -0.0007251071 Output:regressor -7.251071e-04 0.0118279250 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.712459 0.012838 55.4980 < 2e-16 *** Output:regressor 0.355849 0.139200 2.5564 0.01159 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| ES | IT | -0.0050 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.167256 -0.025213 0.007125 0.029465 0.092023 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.729883 0.009356 78.011 <2e-16 *** Output:regressor 0.006994 0.013765 0.508 0.612 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.04378 on 147 degrees of freedom Output:Multiple R-squared: 0.001753, Adjusted R-squared: -0.005038 Output:F-statistic: 0.2582 on 1 and 147 DF, p-value: 0.6121 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.000495 0.00049494 0.2582 0.6121 Output:Residuals 147 0.281815 0.00191711 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001907501 Output:[1] 0.06836859 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 8.753678e-05 -0.0001189428 Output:regressor -1.189428e-04 0.0001894649 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.7298833 0.0183077 39.8676 <2e-16 *** Output:regressor 0.0069939 0.0240218 0.2911 0.7713 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| ES | CH | -0.0054 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.167550 -0.025434 0.006513 0.029042 0.090795 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.72976 0.01065 68.53 <2e-16 *** Output:regressor 0.00972 0.02158 0.45 0.653 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.04379 on 147 degrees of freedom Output:Multiple R-squared: 0.001378, Adjusted R-squared: -0.005415 Output:F-statistic: 0.2029 on 1 and 147 DF, p-value: 0.6531 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.000389 0.00038908 0.2029 0.6531 Output:Residuals 147 0.281921 0.00191783 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001907501 Output:[1] 0.02782715 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0001133872 -0.0002163502 Output:regressor -0.0002163502 0.0004656715 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.7297582 0.0074308 98.2073 <2e-16 *** Output:regressor 0.0097198 0.0220931 0.4399 0.6606 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Correlations for FR
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| FR | FR | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-5.597e-17 -2.592e-18 4.890e-19 3.611e-18 5.078e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.455e-16 3.347e-18 -4.348e+01 <2e-16 *** Output:regressor 1.000e+00 5.801e-18 1.724e+17 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.123e-17 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 2.971e+34 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 3.7492 3.7492 2.9711e+34 < 2.2e-16 *** Output:Residuals 147 0.0000 0.0000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02533221 Output:[1] 0.02533221 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.120110e-35 -1.866795e-35 Output:regressor -1.866795e-35 3.365708e-35 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.4552e-16 5.4981e-18 -2.6468e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 9.2937e-18 1.0760e+17 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
| FR | RO | 0.1073 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.46975 -0.10014 0.00753 0.11160 0.37385 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.31604 0.05642 5.602 1.01e-07 *** Output:regressor 0.32170 0.07423 4.334 2.70e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1504 on 147 degrees of freedom Output:Multiple R-squared: 0.1133, Adjusted R-squared: 0.1073 Output:F-statistic: 18.78 on 1 and 147 DF, p-value: 2.7e-05 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.4248 0.42480 18.784 2.7e-05 *** Output:Residuals 147 3.3244 0.02261 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02533221 Output:[1] 0.02773484 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.003182879 -0.004086510 Output:regressor -0.004086510 0.005509402 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.316037 0.051873 6.0925 9.281e-09 *** Output:regressor 0.321698 0.070321 4.5747 1.006e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| FR | ES | 0.0664 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.48882 -0.09930 0.01762 0.10492 0.47698 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.1668 0.2129 -0.783 0.434709 Output:regressor 0.9825 0.2894 3.394 0.000884 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1538 on 147 degrees of freedom Output:Multiple R-squared: 0.07269, Adjusted R-squared: 0.06638 Output:F-statistic: 11.52 on 1 and 147 DF, p-value: 0.0008842 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.2725 0.272511 11.522 0.0008842 *** Output:Residuals 147 3.4767 0.023651 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02533221 Output:[1] 0.001907501 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.04532709 -0.06151431 Output:regressor -0.06151431 0.08377569 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.16677 0.18105 -0.9211 0.3584937 Output:regressor 0.98249 0.24967 3.9351 0.0001279 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| FR | DE | 0.0433 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.44992 -0.10480 0.00049 0.10639 0.49061 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.39732 0.05812 6.837 2.02e-10 *** Output:regressor 0.22414 0.08078 2.775 0.00624 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1557 on 147 degrees of freedom Output:Multiple R-squared: 0.04977, Adjusted R-squared: 0.04331 Output:F-statistic: 7.7 on 1 and 147 DF, p-value: 0.006241 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.1866 0.186604 7.6997 0.006241 ** Output:Residuals 147 3.5626 0.024235 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02533221 Output:[1] 0.02509621 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.003377462 -0.004579999 Output:regressor -0.004579999 0.006524924 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.397320 0.065057 6.1073 8.622e-09 *** Output:regressor 0.224143 0.091581 2.4475 0.01556 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| FR | CH | 0.0059 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.49793 -0.10628 0.01089 0.11827 0.40302 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.50493 0.03859 13.086 <2e-16 *** Output:regressor 0.10703 0.07820 1.369 0.173 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1587 on 147 degrees of freedom Output:Multiple R-squared: 0.01258, Adjusted R-squared: 0.005866 Output:F-statistic: 1.873 on 1 and 147 DF, p-value: 0.1732 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0472 0.047175 1.8732 0.1732 Output:Residuals 147 3.7020 0.025184 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02533221 Output:[1] 0.02782715 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001488923 -0.002840961 Output:regressor -0.002840961 0.006114877 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.504927 0.040212 12.5565 <2e-16 *** Output:regressor 0.107027 0.082799 1.2926 0.1982 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| FR | IT | -0.0007 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.48197 -0.09986 0.00741 0.10562 0.46328 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.52486 0.03402 15.427 <2e-16 *** Output:regressor 0.04745 0.05005 0.948 0.345 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1592 on 147 degrees of freedom Output:Multiple R-squared: 0.006078, Adjusted R-squared: -0.0006839 Output:F-statistic: 0.8989 on 1 and 147 DF, p-value: 0.3446 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0228 0.022786 0.8989 0.3446 Output:Residuals 147 3.7264 0.025350 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02533221 Output:[1] 0.06836859 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001157480 -0.001572756 Output:regressor -0.001572756 0.002505254 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.524861 0.037505 13.9946 <2e-16 *** Output:regressor 0.047454 0.054334 0.8734 0.3839 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| FR | GB | -0.0028 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.47373 -0.11048 0.00284 0.10784 0.45590 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.53535 0.02831 18.912 <2e-16 *** Output:regressor 0.31481 0.40969 0.768 0.443 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1594 on 147 degrees of freedom Output:Multiple R-squared: 0.004001, Adjusted R-squared: -0.002775 Output:F-statistic: 0.5905 on 1 and 147 DF, p-value: 0.4435 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0150 0.014999 0.5905 0.4435 Output:Residuals 147 3.7342 0.025403 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02533221 Output:[1] 0.001022606 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0008012895 -0.01028964 Output:regressor -0.0102896381 0.16784427 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.535352 0.036346 14.7294 <2e-16 *** Output:regressor 0.314813 0.637791 0.4936 0.6223 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Correlations for GB
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| GB | GB | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-5.716e-18 -1.764e-18 -3.680e-19 1.275e-18 3.380e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.000e+00 6.478e-19 0.000e+00 1 Output:regressor 1.000e+00 9.376e-18 1.067e+17 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.647e-18 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.138e+34 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.15135 0.15135 1.1376e+34 < 2.2e-16 *** Output:Residuals 147 0.00000 0.00000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001022606 Output:[1] 0.001022606 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.196513e-37 -5.388889e-36 Output:regressor -5.388889e-36 8.790340e-35 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0000e+00 9.8356e-19 0.0000e+00 1 Output:regressor 1.0000e+00 1.4503e-17 6.8951e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
| GB | ES | 0.0615 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.06394 -0.02029 -0.00327 0.01909 0.11577 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.07877 0.04289 -1.837 0.06826 . Output:regressor 0.19077 0.05830 3.272 0.00133 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.03098 on 147 degrees of freedom Output:Multiple R-squared: 0.06789, Adjusted R-squared: 0.06154 Output:F-statistic: 10.71 on 1 and 147 DF, p-value: 0.001331 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.010274 0.0102741 10.706 0.001331 ** Output:Residuals 147 0.141072 0.0009597 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001022606 Output:[1] 0.001907501 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001839228 -0.002496053 Output:regressor -0.002496053 0.003399349 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.078772 0.047143 -1.6709 0.096867 . Output:regressor 0.190769 0.065321 2.9205 0.004046 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| GB | IT | 0.0603 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.059179 -0.023953 -0.002905 0.019750 0.109728 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.041480 0.006624 6.262 3.96e-09 *** Output:regressor 0.031578 0.009745 3.240 0.00148 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.031 on 147 degrees of freedom Output:Multiple R-squared: 0.06667, Adjusted R-squared: 0.06032 Output:F-statistic: 10.5 on 1 and 147 DF, p-value: 0.001476 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.01009 0.0100900 10.5 0.001476 ** Output:Residuals 147 0.14126 0.0009609 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001022606 Output:[1] 0.06836859 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.387650e-05 -5.961831e-05 Output:regressor -5.961831e-05 9.496644e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0414804 0.0059404 6.9828 9.275e-11 *** Output:regressor 0.0315782 0.0104814 3.0128 0.003049 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| GB | RO | 0.0028 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.061612 -0.024764 -0.001188 0.019372 0.115391 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.04737 0.01198 3.954 0.000119 *** Output:regressor 0.01879 0.01576 1.192 0.235053 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.03193 on 147 degrees of freedom Output:Multiple R-squared: 0.009578, Adjusted R-squared: 0.002841 Output:F-statistic: 1.422 on 1 and 147 DF, p-value: 0.2351 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.00145 0.0014497 1.4216 0.2351 Output:Residuals 147 0.14990 0.0010197 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001022606 Output:[1] 0.02773484 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0001435163 -0.0001842610 Output:regressor -0.0001842610 0.0002484194 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.047366 0.013789 3.4350 0.0007704 *** Output:regressor 0.018793 0.019017 0.9882 0.3246654 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| GB | FR | -0.0028 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.063685 -0.023324 -0.003366 0.020028 0.114270 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.054256 0.009541 5.687 6.76e-08 *** Output:regressor 0.012708 0.016538 0.768 0.443 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.03202 on 147 degrees of freedom Output:Multiple R-squared: 0.004001, Adjusted R-squared: -0.002775 Output:F-statistic: 0.5905 on 1 and 147 DF, p-value: 0.4435 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.000605 0.00060549 0.5905 0.4435 Output:Residuals 147 0.150740 0.00102544 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001022606 Output:[1] 0.02533221 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 9.102507e-05 -0.0001517040 Output:regressor -1.517040e-04 0.0002735123 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.054256 0.013786 3.9355 0.0001277 *** Output:regressor 0.012708 0.027231 0.4667 0.6414139 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| GB | DE | -0.0033 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.061213 -0.023720 -0.002676 0.018790 0.118007 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.06962 0.01196 5.822 3.51e-08 *** Output:regressor -0.01185 0.01662 -0.713 0.477 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.03203 on 147 degrees of freedom Output:Multiple R-squared: 0.003447, Adjusted R-squared: -0.003333 Output:F-statistic: 0.5084 on 1 and 147 DF, p-value: 0.477 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.000522 0.00052162 0.5084 0.477 Output:Residuals 147 0.150824 0.00102601 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001022606 Output:[1] 0.02509621 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0001429876 -0.000193898 Output:regressor -0.0001938980 0.000276238 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.069623 0.014873 4.6811 6.425e-06 *** Output:regressor -0.011851 0.018715 -0.6332 0.5276 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| GB | CH | -0.0050 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.061463 -0.024335 -0.002702 0.019895 0.117252 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.057489 0.007795 7.375 1.11e-11 *** Output:regressor 0.008214 0.015797 0.520 0.604 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.03206 on 147 degrees of freedom Output:Multiple R-squared: 0.001836, Adjusted R-squared: -0.004954 Output:F-statistic: 0.2704 on 1 and 147 DF, p-value: 0.6039 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.000278 0.00027785 0.2704 0.6039 Output:Residuals 147 0.151068 0.00102767 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001022606 Output:[1] 0.02782715 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 6.075873e-05 -0.0001159316 Output:regressor -1.159316e-04 0.0002495308 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0574886 0.0094289 6.0970 9.073e-09 *** Output:regressor 0.0082137 0.0162438 0.5057 0.6139 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Correlations for IT
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| IT | IT | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-3.534e-15 -1.470e-17 1.360e-17 3.970e-17 4.290e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -8.004e-16 6.400e-17 -1.251e+01 <2e-16 *** Output:regressor 1.000e+00 9.415e-17 1.062e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 2.995e-16 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.128e+32 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 10.119 10.119 1.1281e+32 < 2.2e-16 *** Output:Residuals 147 0.000 0.000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.06836859 Output:[1] 0.06836859 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.095620e-33 -5.565028e-33 Output:regressor -5.565028e-33 8.864573e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -8.0039e-16 1.5070e-16 -5.3111e+00 3.951e-07 *** Output:regressor 1.0000e+00 2.0471e-16 4.8849e+15 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
| IT | GB | 0.0603 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.67883 -0.08870 0.04396 0.17740 0.44007 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.49835 0.04502 11.07 < 2e-16 *** Output:regressor 2.11123 0.65153 3.24 0.00148 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2535 on 147 degrees of freedom Output:Multiple R-squared: 0.06667, Adjusted R-squared: 0.06032 Output:F-statistic: 10.5 on 1 and 147 DF, p-value: 0.001476 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.6746 0.67459 10.5 0.001476 ** Output:Residuals 147 9.4440 0.06424 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.06836859 Output:[1] 0.001022606 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002026514 -0.02602317 Output:regressor -0.026023175 0.42448926 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.498355 0.065929 7.5590 4.029e-12 *** Output:regressor 2.111230 0.656843 3.2142 0.001608 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| IT | RO | 0.0088 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.67832 -0.08568 0.06119 0.16951 0.36594 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.48263 0.09766 4.942 2.08e-06 *** Output:regressor 0.19569 0.12849 1.523 0.13 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2603 on 147 degrees of freedom Output:Multiple R-squared: 0.01554, Adjusted R-squared: 0.008838 Output:F-statistic: 2.32 on 1 and 147 DF, p-value: 0.1299 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.1572 0.157196 2.3198 0.1299 Output:Residuals 147 9.9614 0.067764 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.06836859 Output:[1] 0.02773484 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.009537388 -0.01224509 Output:regressor -0.012245085 0.01650873 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.482630 0.081397 5.9293 2.082e-08 *** Output:regressor 0.195694 0.128533 1.5225 0.13 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| IT | FR | -0.0007 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.66520 -0.09615 0.05894 0.17695 0.41032 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.55675 0.07793 7.144 3.89e-11 *** Output:regressor 0.12807 0.13509 0.948 0.345 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2616 on 147 degrees of freedom Output:Multiple R-squared: 0.006078, Adjusted R-squared: -0.0006839 Output:F-statistic: 0.8989 on 1 and 147 DF, p-value: 0.3446 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0615 0.061496 0.8989 0.3446 Output:Residuals 147 10.0571 0.068415 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.06836859 Output:[1] 0.02533221 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.006072993 -0.01012136 Output:regressor -0.010121361 0.01824814 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.556748 0.078115 7.1273 4.267e-11 *** Output:regressor 0.128072 0.141231 0.9068 0.366 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| IT | ES | -0.0050 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.64297 -0.10514 0.05687 0.18027 0.36845 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.4437 0.3629 1.223 0.223 Output:regressor 0.2507 0.4934 0.508 0.612 Output: Output:Residual standard error: 0.2621 on 147 degrees of freedom Output:Multiple R-squared: 0.001753, Adjusted R-squared: -0.005038 Output:F-statistic: 0.2582 on 1 and 147 DF, p-value: 0.6121 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0177 0.017740 0.2582 0.6121 Output:Residuals 147 10.1008 0.068713 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.06836859 Output:[1] 0.001907501 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.1316898 -0.1787189 Output:regressor -0.1787189 0.2433955 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.44372 0.50988 0.8703 0.3856 Output:regressor 0.25067 0.73558 0.3408 0.7338 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| IT | CH | -0.0054 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.64092 -0.11862 0.05612 0.17506 0.38278 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.60034 0.06375 9.417 <2e-16 *** Output:regressor 0.05907 0.12919 0.457 0.648 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2622 on 147 degrees of freedom Output:Multiple R-squared: 0.00142, Adjusted R-squared: -0.005373 Output:F-statistic: 0.2091 on 1 and 147 DF, p-value: 0.6482 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0144 0.014372 0.2091 0.6482 Output:Residuals 147 10.1042 0.068736 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.06836859 Output:[1] 0.02782715 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.004063850 -0.007754089 Output:regressor -0.007754089 0.016689880 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.600338 0.072159 8.3197 5.525e-14 *** Output:regressor 0.059073 0.130137 0.4539 0.6505 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| IT | DE | -0.0067 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.62988 -0.12471 0.05791 0.18518 0.37437 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.63789 0.09794 6.513 1.1e-09 *** Output:regressor -0.01440 0.13613 -0.106 0.916 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2624 on 147 degrees of freedom Output:Multiple R-squared: 7.61e-05, Adjusted R-squared: -0.006726 Output:F-statistic: 0.01119 on 1 and 147 DF, p-value: 0.9159 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0008 0.000770 0.0112 0.9159 Output:Residuals 147 10.1178 0.068828 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.06836859 Output:[1] 0.02509621 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.009592087 -0.01300733 Output:regressor -0.013007327 0.01853097 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.637890 0.128828 4.9515 1.996e-06 *** Output:regressor -0.014399 0.221818 -0.0649 0.9483 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Correlations for RO
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| RO | RO | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-4.692e-17 -4.800e-18 -1.580e-18 1.810e-18 3.652e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.455e-16 1.228e-17 1.185e+01 <2e-16 *** Output:regressor 1.000e+00 1.616e-17 6.189e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.273e-17 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 3.831e+33 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 4.1048 4.1048 3.8308e+33 < 2.2e-16 *** Output:Residuals 147 0.0000 0.0000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02773484 Output:[1] 0.02773484 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.508078e-34 -1.936227e-34 Output:regressor -1.936227e-34 2.610407e-34 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.4552e-16 9.7528e-18 1.4921e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 1.1758e-17 8.5051e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
| RO | ES | 0.2707 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.33010 -0.09979 -0.00257 0.09505 0.32271 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.7282 0.1969 -3.699 0.000305 *** Output:regressor 2.0019 0.2677 7.479 6.26e-12 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1422 on 147 degrees of freedom Output:Multiple R-squared: 0.2756, Adjusted R-squared: 0.2707 Output:F-statistic: 55.94 on 1 and 147 DF, p-value: 6.264e-12 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 1.1314 1.13142 55.937 6.264e-12 *** Output:Residuals 147 2.9733 0.02023 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02773484 Output:[1] 0.001907501 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.03876501 -0.05260878 Output:regressor -0.05260878 0.07164735 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.72823 0.32669 -2.2291 0.02732 * Output:regressor 2.00193 0.43493 4.6029 8.94e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| RO | DE | 0.2700 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.46764 -0.08332 0.00697 0.10538 0.36956 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.35484 0.05312 6.680 4.60e-10 *** Output:regressor 0.55119 0.07383 7.465 6.75e-12 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1423 on 147 degrees of freedom Output:Multiple R-squared: 0.2749, Adjusted R-squared: 0.27 Output:F-statistic: 55.73 on 1 and 147 DF, p-value: 6.755e-12 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 1.1284 1.12842 55.732 6.755e-12 *** Output:Residuals 147 2.9763 0.02025 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02773484 Output:[1] 0.02509621 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002821696 -0.003826354 Output:regressor -0.003826354 0.005451239 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.35484 0.10054 3.5294 0.0005564 *** Output:regressor 0.55119 0.12928 4.2636 3.581e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| RO | FR | 0.1073 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.49844 -0.10735 0.04269 0.12531 0.28509 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.54638 0.04688 11.655 < 2e-16 *** Output:regressor 0.35221 0.08127 4.334 2.7e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1574 on 147 degrees of freedom Output:Multiple R-squared: 0.1133, Adjusted R-squared: 0.1073 Output:F-statistic: 18.78 on 1 and 147 DF, p-value: 2.7e-05 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.4651 0.46509 18.784 2.7e-05 *** Output:Residuals 147 3.6397 0.02476 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02773484 Output:[1] 0.02533221 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002197827 -0.003662939 Output:regressor -0.003662939 0.006604035 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.546380 0.064414 8.4824 2.167e-14 *** Output:regressor 0.352209 0.089316 3.9434 0.0001239 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| RO | IT | 0.0088 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.47959 -0.10640 0.02686 0.11480 0.30810 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.69190 0.03543 19.529 <2e-16 *** Output:regressor 0.07939 0.05212 1.523 0.13 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1658 on 147 degrees of freedom Output:Multiple R-squared: 0.01554, Adjusted R-squared: 0.008838 Output:F-statistic: 2.32 on 1 and 147 DF, p-value: 0.1299 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0638 0.063769 2.3198 0.1299 Output:Residuals 147 4.0410 0.027490 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02773484 Output:[1] 0.06836859 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001255202 -0.001705537 Output:regressor -0.001705537 0.002716763 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.691896 0.054677 12.6543 <2e-16 *** Output:regressor 0.079386 0.066565 1.1926 0.2349 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| RO | GB | 0.0028 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.46465 -0.10860 0.03897 0.11274 0.27535 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.71049 0.02954 24.055 <2e-16 *** Output:regressor 0.50969 0.42747 1.192 0.235 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1663 on 147 degrees of freedom Output:Multiple R-squared: 0.009578, Adjusted R-squared: 0.002841 Output:F-statistic: 1.422 on 1 and 147 DF, p-value: 0.2351 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0393 0.039317 1.4216 0.2351 Output:Residuals 147 4.0654 0.027656 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02773484 Output:[1] 0.001022606 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0008723745 -0.01120247 Output:regressor -0.0112024654 0.18273428 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.710487 0.054329 13.0776 <2e-16 *** Output:regressor 0.509690 0.555748 0.9171 0.3606 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| RO | CH | -0.0068 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.48189 -0.10740 0.04105 0.11778 0.26155 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.744579 0.040631 18.326 <2e-16 *** Output:regressor -0.006125 0.082340 -0.074 0.941 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1671 on 147 degrees of freedom Output:Multiple R-squared: 3.764e-05, Adjusted R-squared: -0.006765 Output:F-statistic: 0.005533 on 1 and 147 DF, p-value: 0.9408 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0002 0.0001545 0.0055 0.9408 Output:Residuals 147 4.1046 0.0279225 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02773484 Output:[1] 0.02782715 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001650850 -0.003149929 Output:regressor -0.003149929 0.006779898 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.744579 0.035710 20.8507 <2e-16 *** Output:regressor -0.006125 0.086536 -0.0708 0.9437 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Index (in comparison to mean)
Correlations for CH
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| CH | CH | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.133e-16 -2.645e-18 -8.400e-19 9.970e-19 2.184e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.000e+00 2.515e-18 0.000e+00 1 Output:regressor 1.000e+00 1.442e-18 6.937e+17 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 2.163e-17 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 4.812e+35 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 225.08 225.08 4.8122e+35 < 2.2e-16 *** Output:Residuals 147 0.00 0.00 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.520801 Output:[1] 1.520801 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 6.327506e-36 2.574041e-36 Output:regressor 2.574041e-36 2.078056e-36 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0000e+00 1.0043e-18 0.0000e+00 1 Output:regressor 1.0000e+00 1.7743e-18 5.6359e+17 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
| CH | RO | 0.6518 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.34255 -0.58192 -0.04843 0.57819 1.48434 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.64118 0.06956 -9.218 2.95e-16 *** Output:regressor -0.56011 0.03359 -16.673 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.7277 on 147 degrees of freedom Output:Multiple R-squared: 0.6541, Adjusted R-squared: 0.6518 Output:F-statistic: 278 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 147.23 147.23 278 < 2.2e-16 *** Output:Residuals 147 77.85 0.53 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.520801 Output:[1] 3.170872 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.004838478 -0.001203817 Output:regressor -0.001203817 0.001128502 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.64118 0.55009 -1.1656 0.245663 Output:regressor -0.56011 0.18393 -3.0453 0.002755 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| CH | DE | 0.3514 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.8063 -1.0268 0.1939 0.8301 1.7118 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.18387 0.14256 -1.29 0.199 Output:regressor -0.53860 0.05978 -9.01 1e-15 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.9932 on 147 degrees of freedom Output:Multiple R-squared: 0.3558, Adjusted R-squared: 0.3514 Output:F-statistic: 81.18 on 1 and 147 DF, p-value: 1.001e-15 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 80.08 80.080 81.185 1.001e-15 *** Output:Residuals 147 145.00 0.986 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.520801 Output:[1] 1.865199 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.020324740 -0.006997856 Output:regressor -0.006997856 0.003573230 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.18387 1.08390 -0.1696 0.8655 Output:regressor -0.53860 0.38874 -1.3855 0.1680 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| CH | FR | 0.2844 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.7878 -0.7780 -0.4092 1.1176 1.9937 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.82285 0.11406 -15.982 < 2e-16 *** Output:regressor -0.75921 0.09816 -7.734 1.52e-12 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.043 on 147 degrees of freedom Output:Multiple R-squared: 0.2892, Adjusted R-squared: 0.2844 Output:F-statistic: 59.82 on 1 and 147 DF, p-value: 1.52e-12 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 65.101 65.101 59.821 1.52e-12 *** Output:Residuals 147 159.977 1.088 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.520801 Output:[1] 0.763141 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.013008625 0.007414037 Output:regressor 0.007414037 0.009635493 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.82285 0.73784 -2.4705 0.01463 * Output:regressor -0.75921 0.56813 -1.3363 0.18350 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| CH | ES | 0.0463 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.3642 -0.8851 -0.1780 1.1382 2.0517 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.0735 0.1143 -9.391 < 2e-16 *** Output:regressor -0.9815 0.3430 -2.862 0.00483 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.204 on 147 degrees of freedom Output:Multiple R-squared: 0.05277, Adjusted R-squared: 0.04633 Output:F-statistic: 8.189 on 1 and 147 DF, p-value: 0.004829 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 11.878 11.8776 8.1895 0.004829 ** Output:Residuals 147 213.201 1.4503 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.520801 Output:[1] 0.08330717 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.01306647 -0.01979956 Output:regressor -0.01979956 0.11763262 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.0735 1.3311 -0.8064 0.4213 Output:regressor -0.9815 5.0667 -0.1937 0.8467 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| CH | IT | 0.0099 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.3065 -0.9958 0.2104 1.0414 1.8214 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.07394 0.14518 -7.398 9.81e-12 *** Output:regressor 0.14028 0.08919 1.573 0.118 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.227 on 147 degrees of freedom Output:Multiple R-squared: 0.01655, Adjusted R-squared: 0.009859 Output:F-statistic: 2.474 on 1 and 147 DF, p-value: 0.1179 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 3.725 3.7249 2.4737 0.1179 Output:Residuals 147 221.354 1.5058 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.520801 Output:[1] 1.27895 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.02107621 0.009341850 Output:regressor 0.00934185 0.007955256 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.07394 1.82516 -0.5884 0.5572 Output:regressor 0.14028 0.52102 0.2692 0.7881 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| CH | GB | 0.0058 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.3499 -1.0117 0.2093 1.0664 1.7881 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.0666 0.1612 -6.618 6.36e-10 *** Output:regressor 0.3291 0.2406 1.367 0.174 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.23 on 147 degrees of freedom Output:Multiple R-squared: 0.01256, Adjusted R-squared: 0.005843 Output:F-statistic: 1.87 on 1 and 147 DF, p-value: 0.1736 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 2.827 2.8271 1.8699 0.1736 Output:Residuals 147 222.251 1.5119 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.520801 Output:[1] 0.1764071 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.02597609 0.03027622 Output:regressor 0.03027622 0.05790948 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.06664 2.32246 -0.4593 0.6467 Output:regressor 0.32906 1.66511 0.1976 0.8436 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Correlations for DE
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| DE | DE | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.363e-14 -1.080e-17 8.430e-17 1.564e-16 1.155e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.746e-15 1.637e-16 -1.067e+01 <2e-16 *** Output:regressor 1.000e+00 6.863e-17 1.457e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.14e-15 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 2.123e+32 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 276.05 276.05 2.1233e+32 < 2.2e-16 *** Output:Residuals 147 0.00 0.00 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.865199 Output:[1] 1.865199 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.678824e-32 -9.223256e-33 Output:regressor -9.223256e-33 4.709559e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.7463e-15 2.6578e-16 -6.5705e+00 8.143e-10 *** Output:regressor 1.0000e+00 9.0588e-17 1.1039e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
| DE | RO | 0.6808 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.77497 -0.57860 0.00721 0.64588 1.42201 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.28231 0.07376 17.39 <2e-16 *** Output:regressor 0.63380 0.03562 17.79 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.7717 on 147 degrees of freedom Output:Multiple R-squared: 0.6829, Adjusted R-squared: 0.6808 Output:F-statistic: 316.6 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 188.516 188.516 316.59 < 2.2e-16 *** Output:Residuals 147 87.533 0.595 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.865199 Output:[1] 3.170872 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.005440274 -0.001353544 Output:regressor -0.001353544 0.001268862 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.28231 2.64447 0.4849 0.6285 Output:regressor 0.63380 0.46645 1.3588 0.1763 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| DE | CH | 0.3514 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.4260 -0.5599 -0.0213 0.7719 2.0050 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.14018 0.12793 8.913 1.78e-15 *** Output:regressor -0.66057 0.07331 -9.010 1.00e-15 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.1 on 147 degrees of freedom Output:Multiple R-squared: 0.3558, Adjusted R-squared: 0.3514 Output:F-statistic: 81.18 on 1 and 147 DF, p-value: 1.001e-15 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 98.214 98.214 81.185 1.001e-15 *** Output:Residuals 147 177.835 1.210 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.865199 Output:[1] 1.520801 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.016365965 0.006657704 Output:regressor 0.006657704 0.005374849 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.14018 1.58522 0.7193 0.47313 Output:regressor -0.66057 0.34990 -1.8879 0.06101 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| DE | GB | 0.3449 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.8006 -1.0132 0.1409 0.8530 2.3891 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.9536 0.1449 6.582 7.68e-10 *** Output:regressor -1.9219 0.2163 -8.884 2.10e-15 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.105 on 147 degrees of freedom Output:Multiple R-squared: 0.3493, Adjusted R-squared: 0.3449 Output:F-statistic: 78.92 on 1 and 147 DF, p-value: 2.103e-15 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 96.432 96.432 78.92 2.103e-15 *** Output:Residuals 147 179.618 1.222 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.865199 Output:[1] 0.1764071 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.02099320 0.02446846 Output:regressor 0.02446846 0.04680094 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.95363 3.46390 0.2753 0.7835 Output:regressor -1.92186 4.91260 -0.3912 0.6962 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| DE | IT | 0.1594 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.9780 -1.1747 0.1848 1.0201 2.3430 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.38225 0.14814 9.331 < 2e-16 *** Output:regressor -0.49064 0.09101 -5.391 2.73e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.252 on 147 degrees of freedom Output:Multiple R-squared: 0.1651, Adjusted R-squared: 0.1594 Output:F-statistic: 29.06 on 1 and 147 DF, p-value: 2.732e-07 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 45.566 45.566 29.062 2.732e-07 *** Output:Residuals 147 230.483 1.568 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.865199 Output:[1] 1.27895 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.021945479 0.009727145 Output:regressor 0.009727145 0.008283362 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.38225 2.14018 0.6459 0.5194 Output:regressor -0.49064 1.42589 -0.3441 0.7313 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| DE | FR | 0.0752 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.30174 -1.20382 -0.03871 1.03546 2.23239 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.3017 0.1436 16.030 < 2e-16 *** Output:regressor 0.4462 0.1236 3.611 0.000418 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.313 on 147 degrees of freedom Output:Multiple R-squared: 0.08146, Adjusted R-squared: 0.07521 Output:F-statistic: 13.04 on 1 and 147 DF, p-value: 0.0004185 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 22.486 22.4860 13.036 0.0004185 *** Output:Residuals 147 253.563 1.7249 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.865199 Output:[1] 0.763141 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.02061865 0.01175124 Output:regressor 0.01175124 0.01527224 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.30174 7.40171 0.3110 0.7563 Output:regressor 0.44619 4.19902 0.1063 0.9155 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| DE | ES | 0.0674 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.2689 -1.2190 -0.3135 1.0469 2.3802 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.7423 0.1252 13.917 < 2e-16 *** Output:regressor 1.2842 0.3756 3.419 0.000814 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.319 on 147 degrees of freedom Output:Multiple R-squared: 0.07365, Adjusted R-squared: 0.06735 Output:F-statistic: 11.69 on 1 and 147 DF, p-value: 0.0008142 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 20.332 20.3319 11.688 0.0008142 *** Output:Residuals 147 255.718 1.7396 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.865199 Output:[1] 0.08330717 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.01567219 -0.02374799 Output:regressor -0.02374799 0.14109090 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.7423 6.2130 0.2804 0.7795 Output:regressor 1.2842 6.9618 0.1845 0.8539 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Correlations for ES
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| ES | ES | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-6.387e-17 -1.374e-17 1.497e-18 5.256e-18 1.393e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.638e-17 2.173e-18 1.674e+01 <2e-16 *** Output:regressor 1.000e+00 6.520e-18 1.534e+17 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 2.289e-17 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 2.353e+34 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 12.329 12.329 2.3527e+34 < 2.2e-16 *** Output:Residuals 147 0.000 0.000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.08330717 Output:[1] 0.08330717 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.721388e-36 -7.154295e-36 Output:regressor -7.154295e-36 4.250490e-35 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.6381e-17 1.2882e-18 2.8242e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 3.3137e-18 3.0177e+17 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
| ES | FR | 0.5284 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.3910 -0.1094 -0.0137 0.1018 0.4268 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.35367 0.02167 16.32 <2e-16 *** Output:regressor 0.24089 0.01865 12.92 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1982 on 147 degrees of freedom Output:Multiple R-squared: 0.5316, Adjusted R-squared: 0.5284 Output:F-statistic: 166.8 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 6.5539 6.5539 166.81 < 2.2e-16 *** Output:Residuals 147 5.7756 0.0393 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.08330717 Output:[1] 0.763141 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0004696421 0.0002676642 Output:regressor 0.0002676642 0.0003478641 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.35367 0.22361 1.5817 0.11588 Output:regressor 0.24089 0.13287 1.8129 0.07188 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| ES | IT | 0.2443 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.50279 -0.10286 -0.04738 0.12489 0.67333 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.31798 0.02969 10.712 < 2e-16 *** Output:regressor 0.12745 0.01824 6.988 9.02e-11 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2509 on 147 degrees of freedom Output:Multiple R-squared: 0.2494, Adjusted R-squared: 0.2443 Output:F-statistic: 48.83 on 1 and 147 DF, p-value: 9.018e-11 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 3.0744 3.07445 48.832 9.018e-11 *** Output:Residuals 147 9.2550 0.06296 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.08330717 Output:[1] 1.27895 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0008812175 0.0003905921 Output:regressor 0.0003905921 0.0003326172 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.31798 0.37433 0.8495 0.3970 Output:regressor 0.12745 0.19850 0.6420 0.5218 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| ES | GB | 0.2375 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.54406 -0.15384 -0.01224 0.13387 0.63152 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.34529 0.03304 10.452 < 2e-16 *** Output:regressor 0.33850 0.04933 6.863 1.76e-10 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.252 on 147 degrees of freedom Output:Multiple R-squared: 0.2426, Adjusted R-squared: 0.2375 Output:F-statistic: 47.09 on 1 and 147 DF, p-value: 1.759e-10 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 2.9916 2.99161 47.095 1.759e-10 *** Output:Residuals 147 9.3379 0.06352 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.08330717 Output:[1] 0.1764071 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001091381 0.001272050 Output:regressor 0.001272050 0.002433056 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.34529 0.84978 0.4063 0.6851 Output:regressor 0.33850 0.93155 0.3634 0.7168 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| ES | RO | 0.2199 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.35446 -0.21468 -0.05314 0.22550 0.57364 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.08627 0.02437 3.540 0.000535 *** Output:regressor 0.07691 0.01177 6.536 9.75e-10 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2549 on 147 degrees of freedom Output:Multiple R-squared: 0.2252, Adjusted R-squared: 0.2199 Output:F-statistic: 42.72 on 1 and 147 DF, p-value: 9.745e-10 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 2.7761 2.77612 42.717 9.745e-10 *** Output:Residuals 147 9.5533 0.06499 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.08330717 Output:[1] 3.170872 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0005937505 -0.0001477256 Output:regressor -0.0001477256 0.0001384834 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.086271 0.365996 0.2357 0.8140 Output:regressor 0.076913 0.206214 0.3730 0.7097 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| ES | DE | 0.0674 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.33032 -0.24212 -0.08559 0.22973 0.70826 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.05599 0.04001 1.399 0.163809 Output:regressor 0.05736 0.01678 3.419 0.000814 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2787 on 147 degrees of freedom Output:Multiple R-squared: 0.07365, Adjusted R-squared: 0.06735 Output:F-statistic: 11.69 on 1 and 147 DF, p-value: 0.0008142 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.9081 0.9081 11.688 0.0008142 *** Output:Residuals 147 11.4214 0.0777 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.08330717 Output:[1] 1.865199 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0016009493 -0.0005512107 Output:regressor -0.0005512107 0.0002814580 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.055991 0.291432 0.1921 0.8479 Output:regressor 0.057355 0.235760 0.2433 0.8081 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| ES | CH | 0.0463 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.4251 -0.2147 -0.1201 0.2112 0.6911 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.10172 0.03278 3.103 0.00230 ** Output:regressor -0.05377 0.01879 -2.862 0.00483 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2819 on 147 degrees of freedom Output:Multiple R-squared: 0.05277, Adjusted R-squared: 0.04633 Output:F-statistic: 8.189 on 1 and 147 DF, p-value: 0.004829 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.6506 0.65064 8.1895 0.004829 ** Output:Residuals 147 11.6788 0.07945 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.08330717 Output:[1] 1.520801 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0010747884 0.0004372259 Output:regressor 0.0004372259 0.0003529780 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.101719 0.705021 0.1443 0.8855 Output:regressor -0.053765 0.341702 -0.1573 0.8752 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Correlations for FR
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| FR | FR | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-9.626e-15 3.300e-17 6.150e-17 8.790e-17 7.955e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -7.276e-16 8.764e-17 -8.302e+00 6.1e-14 *** Output:regressor 1.000e+00 7.543e-17 1.326e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 8.016e-16 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.758e+32 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 112.94 112.94 1.7577e+32 < 2.2e-16 *** Output:Residuals 147 0.00 0.00 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error:Output ANOVA F-tests on an essentially perfect fit are unreliable :[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.763141 Output:[1] 0.763141 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 7.680876e-33 4.377580e-33 Output:regressor 4.377580e-33 5.689228e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -7.2762e-16 8.4401e-17 -8.6210e+00 9.715e-15 *** Output:regressor 1.0000e+00 3.3723e-17 2.9654e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
| FR | ES | 0.5284 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.96927 -0.52935 -0.03834 0.42809 1.44819 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.14087 0.05694 -20.04 <2e-16 *** Output:regressor 2.20668 0.17085 12.92 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.5999 on 147 degrees of freedom Output:Multiple R-squared: 0.5316, Adjusted R-squared: 0.5284 Output:F-statistic: 166.8 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 60.038 60.038 166.81 < 2.2e-16 *** Output:Residuals 147 52.907 0.360 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.763141 Output:[1] 0.08330717 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.003242538 -0.004913401 Output:regressor -0.004913401 0.029191365 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.14087 0.32847 -3.4733 0.0006755 *** Output:regressor 2.20668 0.89780 2.4579 0.0151388 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| FR | RO | 0.4740 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.4329 -0.3774 0.1406 0.3971 1.2088 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.13110 0.06056 -18.68 <2e-16 *** Output:regressor 0.33902 0.02925 11.59 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.6336 on 147 degrees of freedom Output:Multiple R-squared: 0.4776, Adjusted R-squared: 0.474 Output:F-statistic: 134.4 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 53.938 53.938 134.37 < 2.2e-16 *** Output:Residuals 147 59.007 0.401 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.763141 Output:[1] 3.170872 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0036673712 -0.0009124448 Output:regressor -0.0009124448 0.0008553590 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.13110 0.26295 -4.3016 3.077e-05 *** Output:regressor 0.33902 0.12554 2.7004 0.007739 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| FR | CH | 0.2844 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.42936 -0.53712 0.04512 0.57376 1.46260 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.24135 0.08595 -14.442 < 2e-16 *** Output:regressor -0.38097 0.04926 -7.734 1.52e-12 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.739 on 147 degrees of freedom Output:Multiple R-squared: 0.2892, Adjusted R-squared: 0.2844 Output:F-statistic: 59.82 on 1 and 147 DF, p-value: 1.52e-12 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 32.668 32.668 59.821 1.52e-12 *** Output:Residuals 147 80.277 0.546 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.763141 Output:[1] 1.520801 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.007387781 0.003005363 Output:regressor 0.003005363 0.002426267 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.24135 0.46363 -2.6775 0.008262 ** Output:regressor -0.38097 0.21011 -1.8132 0.071835 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| FR | IT | 0.2842 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.3610 -0.5531 -0.2855 0.7556 1.5459 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.28174 0.08744 -3.222 0.00157 ** Output:regressor 0.41532 0.05372 7.731 1.54e-12 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.7391 on 147 degrees of freedom Output:Multiple R-squared: 0.2891, Adjusted R-squared: 0.2842 Output:F-statistic: 59.77 on 1 and 147 DF, p-value: 1.545e-12 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 32.650 32.650 59.775 1.545e-12 *** Output:Residuals 147 80.295 0.546 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.763141 Output:[1] 1.27895 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.007645263 0.003388697 Output:regressor 0.003388697 0.002885719 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.28174 1.55247 -0.1815 0.8562 Output:regressor 0.41532 0.89127 0.4660 0.6419 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| FR | GB | 0.2469 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.0699 -0.6249 -0.2567 0.7413 1.6523 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.22360 0.09937 -2.250 0.0259 * Output:regressor 1.04405 0.14837 7.037 6.94e-11 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.7581 on 147 degrees of freedom Output:Multiple R-squared: 0.252, Adjusted R-squared: 0.2469 Output:F-statistic: 49.52 on 1 and 147 DF, p-value: 6.942e-11 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 28.459 28.4592 49.517 6.942e-11 *** Output:Residuals 147 84.486 0.5747 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.763141 Output:[1] 0.1764071 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.00987443 0.01150906 Output:regressor 0.01150906 0.02201344 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.2236 1.2743 -0.1755 0.8610 Output:regressor 1.0440 2.0915 0.4992 0.6184 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| FR | DE | 0.0752 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.62433 -0.65583 0.03562 0.71765 1.30686 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.12698 0.12059 -9.345 < 2e-16 *** Output:regressor 0.18256 0.05056 3.611 0.000418 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.8401 on 147 degrees of freedom Output:Multiple R-squared: 0.08146, Adjusted R-squared: 0.07521 Output:F-statistic: 13.04 on 1 and 147 DF, p-value: 0.0004185 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 9.20 9.2001 13.036 0.0004185 *** Output:Residuals 147 103.75 0.7057 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.763141 Output:[1] 1.865199 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.014542068 -0.005006869 Output:regressor -0.005006869 0.002556596 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.12698 0.38821 -2.9030 0.004266 ** Output:regressor 0.18256 0.60948 0.2995 0.764958 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Correlations for GB
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| GB | GB | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-3.541e-16 -4.240e-17 -2.710e-17 -9.300e-18 3.414e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.638e-16 3.762e-17 9.672e+00 <2e-16 *** Output:regressor 1.000e+00 5.617e-17 1.780e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 2.87e-16 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 3.17e+32 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 26.108 26.108 3.1701e+32 < 2.2e-16 *** Output:Residuals 147 0.000 0.000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1764071 Output:[1] 0.1764071 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.415005e-33 1.649248e-33 Output:regressor 1.649248e-33 3.154524e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.6381e-16 5.5697e-17 6.5320e+00 9.94e-10 *** Output:regressor 1.0000e+00 6.5299e-17 1.5314e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
| GB | IT | 0.7988 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.48087 -0.15290 0.05982 0.14050 0.27720 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.13270 0.02229 -5.954 1.85e-08 *** Output:regressor 0.33222 0.01369 24.262 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1884 on 147 degrees of freedom Output:Multiple R-squared: 0.8002, Adjusted R-squared: 0.7988 Output:F-statistic: 588.7 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 20.891 20.8912 588.66 < 2.2e-16 *** Output:Residuals 147 5.217 0.0355 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1764071 Output:[1] 1.27895 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0004967371 0.0002201744 Output:regressor 0.0002201744 0.0001874943 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.132695 0.101112 -1.3124 0.1914 Output:regressor 0.332219 0.050836 6.5351 9.783e-10 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| GB | DE | 0.3449 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.54187 -0.35022 0.07519 0.22701 0.67308 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.16685 0.04880 -3.419 0.000813 *** Output:regressor -0.18177 0.02046 -8.884 2.1e-15 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3399 on 147 degrees of freedom Output:Multiple R-squared: 0.3493, Adjusted R-squared: 0.3449 Output:F-statistic: 78.92 on 1 and 147 DF, p-value: 2.103e-15 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 9.1203 9.1203 78.92 2.103e-15 *** Output:Residuals 147 16.9879 0.1156 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1764071 Output:[1] 1.865199 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0023812245 -0.0008198612 Output:regressor -0.0008198612 0.0004186357 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.16685 0.45957 -0.3631 0.7171 Output:regressor -0.18177 0.25841 -0.7034 0.4829 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| GB | FR | 0.2469 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.68735 -0.29714 0.04151 0.27140 0.70216 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.33712 0.03985 -8.460 2.47e-14 *** Output:regressor 0.24134 0.03430 7.037 6.94e-11 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3645 on 147 degrees of freedom Output:Multiple R-squared: 0.252, Adjusted R-squared: 0.2469 Output:F-statistic: 49.52 on 1 and 147 DF, p-value: 6.942e-11 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 6.5786 6.5786 49.517 6.942e-11 *** Output:Residuals 147 19.5296 0.1329 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1764071 Output:[1] 0.763141 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0015880629 0.0009050885 Output:regressor 0.0009050885 0.0011762788 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.33712 1.94487 -0.1733 0.8626 Output:regressor 0.24134 0.14887 1.6212 0.1071 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| GB | ES | 0.2375 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.58329 -0.26739 -0.06161 0.25052 0.74507 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.64347 0.03481 -18.484 < 2e-16 *** Output:regressor 0.71680 0.10445 6.863 1.76e-10 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3668 on 147 degrees of freedom Output:Multiple R-squared: 0.2426, Adjusted R-squared: 0.2375 Output:F-statistic: 47.09 on 1 and 147 DF, p-value: 1.759e-10 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 6.3349 6.3349 47.095 1.759e-10 *** Output:Residuals 147 19.7734 0.1345 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1764071 Output:[1] 0.08330717 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001211853 -0.001836315 Output:regressor -0.001836315 0.010909864 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.64347 0.92149 -0.6983 0.4861 Output:regressor 0.71680 1.42418 0.5033 0.6155 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| GB | RO | 0.0109 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.64877 -0.38179 0.09277 0.40139 0.55270 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.48944 0.03993 -12.259 <2e-16 *** Output:regressor -0.03129 0.01928 -1.623 0.107 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4177 on 147 degrees of freedom Output:Multiple R-squared: 0.0176, Adjusted R-squared: 0.01092 Output:F-statistic: 2.633 on 1 and 147 DF, p-value: 0.1068 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.4595 0.45948 2.6334 0.1068 Output:Residuals 147 25.6488 0.17448 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1764071 Output:[1] 3.170872 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001594099 -0.0003966130 Output:regressor -0.000396613 0.0003717995 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.48944 0.59603 -0.8212 0.4129 Output:regressor -0.03129 0.10386 -0.3013 0.7636 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| GB | CH | 0.0058 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.70235 -0.38441 0.09855 0.39795 0.57040 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.47554 0.04871 -9.763 <2e-16 *** Output:regressor 0.03817 0.02791 1.367 0.174 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4188 on 147 degrees of freedom Output:Multiple R-squared: 0.01256, Adjusted R-squared: 0.005843 Output:F-statistic: 1.87 on 1 and 147 DF, p-value: 0.1736 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.3279 0.32793 1.8699 0.1736 Output:Residuals 147 25.7803 0.17538 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1764071 Output:[1] 1.520801 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0023725320 0.0009651503 Output:regressor 0.0009651503 0.0007791781 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.47554 2.08540 -0.2280 0.8199 Output:regressor 0.03817 0.30248 0.1262 0.8998 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Correlations for IT
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| IT | IT | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-9.321e-15 2.290e-17 5.810e-17 9.650e-17 9.258e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -7.276e-16 9.234e-17 -7.880e+00 6.72e-13 *** Output:regressor 1.000e+00 5.673e-17 1.763e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 7.805e-16 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 3.107e+32 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 189.28 189.28 3.1071e+32 < 2.2e-16 *** Output:Residuals 147 0.00 0.00 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.27895 Output:[1] 1.27895 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 8.526731e-33 3.779400e-33 Output:regressor 3.779400e-33 3.218431e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -7.2762e-16 1.2869e-16 -5.6543e+00 7.896e-08 *** Output:regressor 1.0000e+00 5.8057e-17 1.7224e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
| IT | GB | 0.7988 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.8987 -0.3835 -0.0721 0.3064 1.2154 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.08496 0.06649 1.278 0.203 Output:regressor 2.40859 0.09927 24.262 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.5072 on 147 degrees of freedom Output:Multiple R-squared: 0.8002, Adjusted R-squared: 0.7988 Output:F-statistic: 588.7 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 151.461 151.461 588.66 < 2.2e-16 *** Output:Residuals 147 37.823 0.257 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.27895 Output:[1] 0.1764071 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.004420660 0.005152465 Output:regressor 0.005152465 0.009855145 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.084957 0.378753 0.2243 0.8228 Output:regressor 2.408586 0.477273 5.0466 1.31e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| IT | FR | 0.2842 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.5012 -0.7007 -0.3147 0.6748 2.5682 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.63873 0.10461 -6.106 8.67e-09 *** Output:regressor 0.69604 0.09003 7.731 1.54e-12 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.9568 on 147 degrees of freedom Output:Multiple R-squared: 0.2891, Adjusted R-squared: 0.2842 Output:F-statistic: 59.77 on 1 and 147 DF, p-value: 1.545e-12 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 54.719 54.719 59.775 1.545e-12 *** Output:Residuals 147 134.566 0.915 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.27895 Output:[1] 0.763141 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.010942302 0.006236372 Output:regressor 0.006236372 0.008104967 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.63873 3.76304 -0.1697 0.8654 Output:regressor 0.69604 0.86511 0.8046 0.4224 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| IT | ES | 0.2443 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.5929 -0.7872 -0.2183 0.7255 2.5733 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.50362 0.09332 -16.113 < 2e-16 *** Output:regressor 1.95658 0.27999 6.988 9.02e-11 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.9831 on 147 degrees of freedom Output:Multiple R-squared: 0.2494, Adjusted R-squared: 0.2443 Output:F-statistic: 48.83 on 1 and 147 DF, p-value: 9.018e-11 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 47.20 47.200 48.832 9.018e-11 *** Output:Residuals 147 142.09 0.967 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.27895 Output:[1] 0.08330717 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.00870798 -0.01319516 Output:regressor -0.01319516 0.07839471 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.5036 1.6122 -0.9327 0.3525 Output:regressor 1.9566 2.5330 0.7724 0.4411 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| IT | DE | 0.1594 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.9471 -0.9309 0.1829 0.8051 1.8179 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.51543 0.14884 -3.463 7e-04 *** Output:regressor -0.33643 0.06241 -5.391 2.73e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.037 on 147 degrees of freedom Output:Multiple R-squared: 0.1651, Adjusted R-squared: 0.1594 Output:F-statistic: 29.06 on 1 and 147 DF, p-value: 2.732e-07 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 31.244 31.2444 29.062 2.732e-07 *** Output:Residuals 147 158.040 1.0751 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.27895 Output:[1] 1.865199 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.022152732 -0.007627238 Output:regressor -0.007627238 0.003894603 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.51543 3.07605 -0.1676 0.8672 Output:regressor -0.33643 0.70893 -0.4746 0.6358 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| IT | CH | 0.0099 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.0646 -1.1068 0.1504 1.0216 2.1993 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.02817 0.13089 -7.855 7.71e-13 *** Output:regressor 0.11797 0.07501 1.573 0.118 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.125 on 147 degrees of freedom Output:Multiple R-squared: 0.01655, Adjusted R-squared: 0.009859 Output:F-statistic: 2.474 on 1 and 147 DF, p-value: 0.1179 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 3.133 3.1326 2.4737 0.1179 Output:Residuals 147 186.152 1.2663 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.27895 Output:[1] 1.520801 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.017131345 0.006969062 Output:regressor 0.006969062 0.005626212 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.02817 3.31920 -0.3098 0.7572 Output:regressor 0.11797 1.13390 0.1040 0.9173 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| IT | RO | -0.0059 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.06880 -0.98939 -0.01735 0.96089 2.30480 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.19406 0.10842 -11.014 <2e-16 *** Output:regressor 0.01853 0.05236 0.354 0.724 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.134 on 147 degrees of freedom Output:Multiple R-squared: 0.000851, Adjusted R-squared: -0.005946 Output:F-statistic: 0.1252 on 1 and 147 DF, p-value: 0.724 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.161 0.16108 0.1252 0.724 Output:Residuals 147 189.123 1.28655 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.27895 Output:[1] 3.170872 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.011754229 -0.002924461 Output:regressor -0.002924461 0.002741496 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.194062 1.875271 -0.6367 0.5253 Output:regressor 0.018527 0.399542 0.0464 0.9631 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Correlations for RO
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| RO | RO | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-3.434e-15 -2.630e-17 1.200e-17 4.400e-17 4.802e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -2.911e-16 2.936e-17 -9.914e+00 <2e-16 *** Output:regressor 1.000e+00 1.418e-17 7.053e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.071e-16 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 4.975e+33 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 469.29 469.29 4.9749e+33 < 2.2e-16 *** Output:Residuals 147 0.00 0.00 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 3.170872 Output:[1] 3.170872 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 8.618251e-34 -2.144228e-34 Output:regressor -2.144228e-34 2.010077e-34 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -2.9105e-16 3.3609e-17 -8.6597e+00 7.759e-15 *** Output:regressor 1.0000e+00 1.1554e-17 8.6553e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
| RO | DE | 0.6808 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.6373 -0.9874 0.1607 0.8529 1.5691 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.04340 0.14443 -7.225 2.52e-11 *** Output:regressor 1.07748 0.06056 17.793 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.006 on 147 degrees of freedom Output:Multiple R-squared: 0.6829, Adjusted R-squared: 0.6808 Output:F-statistic: 316.6 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 320.48 320.48 316.59 < 2.2e-16 *** Output:Residuals 147 148.81 1.01 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 3.170872 Output:[1] 1.865199 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.020858615 -0.007181671 Output:regressor -0.007181671 0.003667089 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.0434 56.3929 -0.0185 0.9853 Output:regressor 1.0775 18.8760 0.0571 0.9546 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| RO | CH | 0.6518 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.0371 -0.8276 0.0747 0.8033 2.0866 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.37983 0.12222 -3.108 0.00226 ** Output:regressor -1.16784 0.07004 -16.673 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.051 on 147 degrees of freedom Output:Multiple R-squared: 0.6541, Adjusted R-squared: 0.6518 Output:F-statistic: 278 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 306.97 306.971 278 < 2.2e-16 *** Output:Residuals 147 162.32 1.104 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 3.170872 Output:[1] 1.520801 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.014937919 0.006076772 Output:regressor 0.006076772 0.004905855 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.37983 0.96354 -0.3942 0.6940019 Output:regressor -1.16784 0.30516 -3.8270 0.0001914 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| RO | FR | 0.4740 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.17983 -0.99234 -0.09315 1.13800 2.49367 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.1506 0.1412 15.23 <2e-16 *** Output:regressor 1.4086 0.1215 11.59 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.291 on 147 degrees of freedom Output:Multiple R-squared: 0.4776, Adjusted R-squared: 0.474 Output:F-statistic: 134.4 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 224.11 224.112 134.37 < 2.2e-16 *** Output:Residuals 147 245.18 1.668 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 3.170872 Output:[1] 0.763141 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.01993672 0.01136258 Output:regressor 0.01136258 0.01476713 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.15062 0.80113 2.6845 0.008099 ** Output:regressor 1.40864 0.95974 1.4677 0.144316 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| RO | ES | 0.2199 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.5877 -1.1091 -0.2176 1.0134 3.0686 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.5740 0.1493 3.845 0.000179 *** Output:regressor 2.9275 0.4479 6.536 9.75e-10 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.573 on 147 degrees of freedom Output:Multiple R-squared: 0.2252, Adjusted R-squared: 0.2199 Output:F-statistic: 42.72 on 1 and 147 DF, p-value: 9.745e-10 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 105.67 105.666 42.717 9.745e-10 *** Output:Residuals 147 363.62 2.474 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 3.170872 Output:[1] 0.08330717 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.02228542 -0.03376898 Output:regressor -0.03376898 0.20062736 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.57399 4.03623 0.1422 0.8871 Output:regressor 2.92749 3.82577 0.7652 0.4454 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| RO | GB | 0.0109 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.8971 -1.1955 -0.2527 1.9868 2.9932 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.7727 0.2321 3.329 0.0011 ** Output:regressor -0.5624 0.3466 -1.623 0.1068 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.771 on 147 degrees of freedom Output:Multiple R-squared: 0.0176, Adjusted R-squared: 0.01092 Output:F-statistic: 2.633 on 1 and 147 DF, p-value: 0.1068 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 8.26 8.2590 2.6334 0.1068 Output:Residuals 147 461.03 3.1363 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 3.170872 Output:[1] 0.1764071 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.05388381 0.06280384 Output:regressor 0.06280384 0.12012521 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.77269 3.65288 0.2115 0.8328 Output:regressor -0.56244 4.73822 -0.1187 0.9057 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| RO | IT | -0.0059 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.8079 -1.4461 -0.4168 2.1793 2.7305 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.12068 0.21129 5.304 4.08e-07 *** Output:regressor 0.04593 0.12981 0.354 0.724 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.786 on 147 degrees of freedom Output:Multiple R-squared: 0.000851, Adjusted R-squared: -0.005946 Output:F-statistic: 0.1252 on 1 and 147 DF, p-value: 0.724 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.40 0.3994 0.1252 0.724 Output:Residuals 147 468.89 3.1897 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 3.170872 Output:[1] 1.27895 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.04464539 0.01978868 Output:regressor 0.01978868 0.01685149 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.120677 4.943147 0.2267 0.8210 Output:regressor 0.045932 1.252971 0.0367 0.9708 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Index (in comparison 12 month moving average)
Correlations for CH
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| CH | CH | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.429e-16 -2.965e-17 -1.835e-17 -4.930e-18 2.822e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.091e-16 2.160e-17 5.053e+00 1.27e-06 *** Output:regressor 1.000e+00 4.697e-17 2.129e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 2.361e-16 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 4.533e+32 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 25.27 25.27 4.5329e+32 < 2.2e-16 *** Output:Residuals 147 0.00 0.00 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1707407 Output:[1] 0.1707407 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.665103e-34 -4.514175e-34 Output:regressor -4.514175e-34 2.206077e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.0914e-16 2.4769e-17 4.4065e+00 2.014e-05 *** Output:regressor 1.0000e+00 3.2409e-17 3.0855e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
| CH | RO | 0.1865 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.20533 -0.17522 0.02903 0.26356 0.77809 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.17223 0.03102 5.552 1.28e-07 *** Output:regressor -0.27767 0.04699 -5.909 2.30e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3727 on 147 degrees of freedom Output:Multiple R-squared: 0.192, Adjusted R-squared: 0.1865 Output:F-statistic: 34.92 on 1 and 147 DF, p-value: 2.296e-08 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 4.8506 4.8506 34.921 2.296e-08 *** Output:Residuals 147 20.4190 0.1389 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1707407 Output:[1] 0.4251001 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0009623010 0.0002575966 Output:regressor 0.0002575966 0.0022078211 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.17223 0.17623 0.9773 0.33004 Output:regressor -0.27767 0.11603 -2.3931 0.01797 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| CH | IT | 0.1705 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.17867 -0.18969 0.05575 0.25911 0.76242 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.38468 0.04452 8.640 8.70e-15 *** Output:regressor 0.15333 0.02735 5.605 9.96e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3763 on 147 degrees of freedom Output:Multiple R-squared: 0.1761, Adjusted R-squared: 0.1705 Output:F-statistic: 31.42 on 1 and 147 DF, p-value: 9.964e-08 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 4.4502 4.4502 31.421 9.964e-08 *** Output:Residuals 147 20.8195 0.1416 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1707407 Output:[1] 1.27895 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0019823286 0.0008786501 Output:regressor 0.0008786501 0.0007482336 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.38468 0.15845 2.4278 0.0164 * Output:regressor 0.15333 0.10682 1.4355 0.1533 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| CH | DE | 0.0809 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.3168 -0.1578 0.0341 0.2872 0.7861 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.14196 0.03651 3.888 0.000153 *** Output:regressor -0.21494 0.05739 -3.745 0.000258 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3961 on 147 degrees of freedom Output:Multiple R-squared: 0.08712, Adjusted R-squared: 0.08091 Output:F-statistic: 14.03 on 1 and 147 DF, p-value: 0.000258 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 2.2014 2.20139 14.028 0.000258 *** Output:Residuals 147 23.0682 0.15693 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1707407 Output:[1] 0.3219604 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0013331669 0.0009602181 Output:regressor 0.0009602181 0.0032933127 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.14196 0.16978 0.8361 0.4045 Output:regressor -0.21494 0.22957 -0.9363 0.3507 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| CH | FR | 0.0744 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.22117 -0.18210 0.07678 0.27475 0.76513 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.16783 0.03414 4.915 2.34e-06 *** Output:regressor -0.30537 0.08504 -3.591 0.000449 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3975 on 147 degrees of freedom Output:Multiple R-squared: 0.08064, Adjusted R-squared: 0.07439 Output:F-statistic: 12.89 on 1 and 147 DF, p-value: 0.0004486 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 2.0378 2.03779 12.894 0.0004486 *** Output:Residuals 147 23.2318 0.15804 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1707407 Output:[1] 0.1476567 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0011656916 0.0008714987 Output:regressor 0.0008714987 0.0072318841 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.16783 0.17629 0.9520 0.34267 Output:regressor -0.30537 0.17880 -1.7079 0.08976 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| CH | ES | 0.0343 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.23824 -0.19958 0.05183 0.30087 0.83057 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.12393 0.04633 2.675 0.00832 ** Output:regressor -0.48976 0.19574 -2.502 0.01344 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4061 on 147 degrees of freedom Output:Multiple R-squared: 0.04085, Adjusted R-squared: 0.03432 Output:F-statistic: 6.26 on 1 and 147 DF, p-value: 0.01344 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 1.0322 1.03218 6.2601 0.01344 * Output:Residuals 147 24.2375 0.16488 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1707407 Output:[1] 0.02907596 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002146692 0.006312869 Output:regressor 0.006312869 0.038315445 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.12393 0.25190 0.4920 0.6235 Output:regressor -0.48976 0.68046 -0.7197 0.4728 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| CH | GB | -0.0042 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.26274 -0.21019 0.06428 0.26682 0.84834 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.1740 0.0598 2.910 0.00418 ** Output:regressor 0.1827 0.2939 0.622 0.53502 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4141 on 147 degrees of freedom Output:Multiple R-squared: 0.002624, Adjusted R-squared: -0.004161 Output:F-statistic: 0.3867 on 1 and 147 DF, p-value: 0.535 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0663 0.066296 0.3867 0.535 Output:Residuals 147 25.2033 0.171451 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1707407 Output:[1] 0.01341262 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.00357642 -0.01447454 Output:regressor -0.01447454 0.08637050 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.17400 0.33823 0.5144 0.6077 Output:regressor 0.18275 2.46397 0.0742 0.9410 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Correlations for DE
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| DE | DE | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-4.025e-15 8.800e-18 2.690e-17 4.600e-17 3.489e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.819e-16 3.098e-17 -5.872e+00 2.75e-08 *** Output:regressor 1.000e+00 4.869e-17 2.054e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.361e-16 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 4.219e+32 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 47.65 47.65 4.2188e+32 < 2.2e-16 *** Output:Residuals 147 0.00 0.00 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Output:[1] "-------------------------------------------------------------------------------------------" Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.3219604 Output:[1] 0.3219604 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 9.595399e-34 6.911120e-34 Output:regressor 6.911120e-34 2.370345e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.8191e-16 3.4460e-17 -5.2788e+00 4.584e-07 *** Output:regressor 1.0000e+00 2.8145e-17 3.5530e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:Output:[1] "-------------------------------------------------------------------------------------------" In summary.lm(x) : essentially perfect fit: summary may be unreliable | |
| DE | RO | 0.7213 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.67392 -0.24311 0.03458 0.21305 0.59758 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.20522 0.02493 -8.231 9.16e-14 *** Output:regressor 0.74010 0.03776 19.598 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2995 on 147 degrees of freedom Output:Multiple R-squared: 0.7232, Adjusted R-squared: 0.7213 Output:F-statistic: 384.1 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 34.461 34.461 384.1 < 2.2e-16 *** Output:Residuals 147 13.189 0.090 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.3219604 Output:[1] 0.4251001 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0006215599 0.0001663843 Output:regressor 0.0001663843 0.0014260537 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.20522 0.19799 -1.0365 0.3017 Output:regressor 0.74010 0.15609 4.7416 4.964e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| DE | ES | 0.4749 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.95792 -0.31725 -0.00897 0.41621 0.66665 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.08765 0.04692 1.868 0.0637 . Output:regressor 2.30165 0.19821 11.612 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4112 on 147 degrees of freedom Output:Multiple R-squared: 0.4784, Adjusted R-squared: 0.4749 Output:F-statistic: 134.8 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 22.797 22.7967 134.84 < 2.2e-16 *** Output:Residuals 147 24.853 0.1691 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.3219604 Output:[1] 0.02907596 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002201245 0.006473295 Output:regressor 0.006473295 0.039289135 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.087654 0.303557 0.2888 0.773174 Output:regressor 2.301646 0.833421 2.7617 0.006484 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| DE | FR | 0.1951 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.13183 -0.36176 -0.02711 0.44305 1.18748 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.21187 0.04372 -4.846 3.16e-06 *** Output:regressor 0.66130 0.10889 6.073 1.02e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.5091 on 147 degrees of freedom Output:Multiple R-squared: 0.2006, Adjusted R-squared: 0.1951 Output:F-statistic: 36.88 on 1 and 147 DF, p-value: 1.023e-08 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 9.557 9.5569 36.88 1.023e-08 *** Output:Residuals 147 38.093 0.2591 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.3219604 Output:[1] 0.1476567 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001911383 0.001428995 Output:regressor 0.001428995 0.011858109 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.21187 0.23097 -0.9173 0.3605 Output:regressor 0.66130 0.84921 0.7787 0.4374 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| DE | CH | 0.0809 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.3427 -0.4035 0.1810 0.3492 0.9159 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.20863 0.04976 -4.193 4.74e-05 *** Output:regressor -0.40530 0.10821 -3.745 0.000258 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.544 on 147 degrees of freedom Output:Multiple R-squared: 0.08712, Adjusted R-squared: 0.08091 Output:F-statistic: 14.03 on 1 and 147 DF, p-value: 0.000258 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 4.151 4.1511 14.028 0.000258 *** Output:Residuals 147 43.499 0.2959 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.3219604 Output:[1] 0.1707407 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002476305 -0.00239619 Output:regressor -0.002396190 0.01171018 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.20863 0.35811 -0.5826 0.5611 Output:regressor -0.40530 0.85173 -0.4759 0.6349 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| DE | IT | 0.0513 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.5587 -0.3371 0.1830 0.3356 0.9423 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.43309 0.06539 -6.624 6.18e-10 *** Output:regressor -0.12052 0.04017 -3.000 0.00317 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.5527 on 147 degrees of freedom Output:Multiple R-squared: 0.0577, Adjusted R-squared: 0.05129 Output:F-statistic: 9.001 on 1 and 147 DF, p-value: 0.003171 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 2.749 2.74922 9.0006 0.003171 ** Output:Residuals 147 44.901 0.30545 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.3219604 Output:[1] 1.27895 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.004275246 0.001894966 Output:regressor 0.001894966 0.001613699 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.43309 0.67393 -0.6426 0.5215 Output:regressor -0.12052 0.24366 -0.4946 0.6216 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| DE | GB | 0.0319 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.6328 -0.2315 0.1686 0.3923 0.8237 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.13067 0.08064 -1.621 0.1073 Output:regressor -0.96008 0.39626 -2.423 0.0166 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.5583 on 147 degrees of freedom Output:Multiple R-squared: 0.0384, Adjusted R-squared: 0.03186 Output:F-statistic: 5.87 on 1 and 147 DF, p-value: 0.01662 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 1.83 1.8297 5.8701 0.01662 * Output:Residuals 147 45.82 0.3117 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.3219604 Output:[1] 0.01341262 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.006502036 -0.02631514 Output:regressor -0.026315144 0.15702410 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.13067 0.74767 -0.1748 0.8615 Output:regressor -0.96008 1.75713 -0.5464 0.5856 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Correlations for ES
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| ES | ES | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-4.797e-17 -6.350e-18 -3.610e-18 8.200e-19 4.829e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.638e-17 4.743e-18 7.67e+00 2.17e-12 *** Output:regressor 1.000e+00 2.004e-17 4.99e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 4.157e-17 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 2.49e+33 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Error:Warning message: Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 4.3032 4.3032 2.4903e+33 < 2.2e-16 *** Output:Residuals 147 0.0000 0.0000 Output:--- Error:OutputIn anova.lm(ols) :: Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02907596 Output:[1] 0.02907596 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.249831e-35 6.616173e-35 Output:regressor 6.616173e-35 4.015632e-34 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.6381e-17 6.5357e-18 5.5665e+00 1.199e-07 *** Output:regressor 1.0000e+00 2.1044e-17 4.7519e+16 < 2.2e-16 *** Output:---Error :Warning message: Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
| ES | RO | 0.4942 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.18389 -0.10914 -0.02428 0.09542 0.25078 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.14324 0.01009 -14.19 <2e-16 *** Output:regressor 0.18448 0.01529 12.07 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1213 on 147 degrees of freedom Output:Multiple R-squared: 0.4976, Adjusted R-squared: 0.4942 Output:F-statistic: 145.6 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 2.1412 2.14121 145.58 < 2.2e-16 *** Output:Residuals 147 2.1620 0.01471 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02907596 Output:[1] 0.4251001 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.018916e-04 2.727519e-05 Output:regressor 2.727519e-05 2.337715e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.143236 0.074152 -1.9316 0.05533 . Output:regressor 0.184482 0.081259 2.2703 0.02464 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| ES | DE | 0.4749 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.23804 -0.10447 -0.02177 0.09417 0.29870 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.10416 0.01139 -9.145 4.53e-16 *** Output:regressor 0.20786 0.01790 11.612 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1236 on 147 degrees of freedom Output:Multiple R-squared: 0.4784, Adjusted R-squared: 0.4749 Output:F-statistic: 134.8 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 2.0587 2.05875 134.84 < 2.2e-16 *** Output:Residuals 147 2.2445 0.01527 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02907596 Output:[1] 0.3219604 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.297141e-04 9.342707e-05 Output:regressor 9.342707e-05 3.204319e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.104156 0.079880 -1.3039 0.1943 Output:regressor 0.207860 0.093961 2.2122 0.0285 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| ES | FR | 0.3145 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.34221 -0.10999 0.00039 0.11941 0.32799 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.13455 0.01212 -11.097 < 2e-16 *** Output:regressor 0.25070 0.03020 8.301 6.13e-14 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1412 on 147 degrees of freedom Output:Multiple R-squared: 0.3192, Adjusted R-squared: 0.3145 Output:F-statistic: 68.91 on 1 and 147 DF, p-value: 6.132e-14 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 1.3735 1.37349 68.915 6.132e-14 *** Output:Residuals 147 2.9297 0.01993 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02907596 Output:[1] 0.1476567 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0001470045 0.0001099041 Output:regressor 0.0001099041 0.0009120077 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.134549 0.084836 -1.5860 0.1149 Output:regressor 0.250701 0.258114 0.9713 0.3330 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| ES | GB | 0.0740 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.45052 -0.07294 0.02748 0.11662 0.25071 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.2347 0.0237 -9.902 < 2e-16 *** Output:regressor 0.4172 0.1165 3.582 0.000463 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1641 on 147 degrees of freedom Output:Multiple R-squared: 0.08028, Adjusted R-squared: 0.07402 Output:F-statistic: 12.83 on 1 and 147 DF, p-value: 0.0004629 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.3454 0.34544 12.83 0.0004629 *** Output:Residuals 147 3.9578 0.02692 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02907596 Output:[1] 0.01341262 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0005616221 -0.002273006 Output:regressor -0.0022730060 0.013563168 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.23467 0.11928 -1.9673 0.05103 . Output:regressor 0.41716 0.50705 0.8227 0.41201 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| ES | CH | 0.0343 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.42557 -0.09539 0.01141 0.14988 0.25827 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.14769 0.01533 -9.635 <2e-16 *** Output:regressor -0.08340 0.03333 -2.502 0.0134 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1676 on 147 degrees of freedom Output:Multiple R-squared: 0.04085, Adjusted R-squared: 0.03432 Output:F-statistic: 6.26 on 1 and 147 DF, p-value: 0.01344 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.1758 0.175772 6.2601 0.01344 * Output:Residuals 147 4.1275 0.028078 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02907596 Output:[1] 0.1707407 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0002349678 -0.0002273659 Output:regressor -0.0002273659 0.0011111372 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.147694 0.104741 -1.4101 0.1606 Output:regressor -0.083402 0.334235 -0.2495 0.8033 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| ES | IT | 0.0139 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.47867 -0.05923 0.03847 0.09827 0.23287 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.13935 0.02003 -6.956 1.07e-10 *** Output:regressor 0.02164 0.01231 1.759 0.0807 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1693 on 147 degrees of freedom Output:Multiple R-squared: 0.0206, Adjusted R-squared: 0.01394 Output:F-statistic: 3.092 on 1 and 147 DF, p-value: 0.08073 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0887 0.088664 3.0925 0.08073 . Output:Residuals 147 4.2146 0.028671 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02907596 Output:[1] 1.27895 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0004012916 0.0001778690 Output:regressor 0.0001778690 0.0001514683 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.139345 0.276247 -0.5044 0.6147 Output:regressor 0.021643 0.071449 0.3029 0.7624 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Correlations for FR
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| FR | FR | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.027e-16 -1.042e-17 -5.690e-18 9.600e-19 8.525e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.000e+00 6.346e-18 0.000e+00 1 Output:regressor 1.000e+00 1.581e-17 6.327e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 7.389e-17 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 4.003e+33 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 21.853 21.853 4.0027e+33 < 2.2e-16 *** Output:Residuals 147 0.000 0.000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1476567 Output:[1] 0.1476567 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.026977e-35 3.010664e-35 Output:regressor 3.010664e-35 2.498314e-34 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0000e+00 4.9200e-18 0.0000e+00 1 Output:regressor 1.0000e+00 8.6722e-18 1.1531e+17 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
| FR | RO | 0.3796 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.76841 -0.18238 -0.00217 0.16578 0.93756 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.07791 0.02519 -3.093 0.00237 ** Output:regressor 0.36513 0.03816 9.569 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3027 on 147 degrees of freedom Output:Multiple R-squared: 0.3838, Adjusted R-squared: 0.3796 Output:F-statistic: 91.57 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 8.388 8.3880 91.571 < 2.2e-16 *** Output:Residuals 147 13.465 0.0916 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1476567 Output:[1] 0.4251001 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0006345861 0.0001698712 Output:regressor 0.0001698712 0.0014559400 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.077906 0.157239 -0.4955 0.62101 Output:regressor 0.365133 0.188891 1.9330 0.05515 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| FR | ES | 0.3145 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.81794 -0.19767 -0.03599 0.10580 1.12571 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.08925 0.03630 2.459 0.0151 * Output:regressor 1.27314 0.15336 8.301 6.13e-14 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3181 on 147 degrees of freedom Output:Multiple R-squared: 0.3192, Adjusted R-squared: 0.3145 Output:F-statistic: 68.91 on 1 and 147 DF, p-value: 6.132e-14 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 6.975 6.9750 68.915 6.132e-14 *** Output:Residuals 147 14.878 0.1012 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1476567 Output:[1] 0.02907596 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001317748 0.003875158 Output:regressor 0.003875158 0.023519955 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.089255 0.178194 0.5009 0.617201 Output:regressor 1.273135 0.415152 3.0667 0.002577 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| FR | DE | 0.1951 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.86881 -0.19592 -0.03266 0.19180 1.11472 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.03208 0.03177 -1.010 0.314 Output:regressor 0.30329 0.04994 6.073 1.02e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3447 on 147 degrees of freedom Output:Multiple R-squared: 0.2006, Adjusted R-squared: 0.1951 Output:F-statistic: 36.88 on 1 and 147 DF, p-value: 1.023e-08 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 4.383 4.3830 36.88 1.023e-08 *** Output:Residuals 147 17.470 0.1188 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1476567 Output:[1] 0.3219604 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0010096440 0.0007271996 Output:regressor 0.0007271996 0.0024941164 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.03208 0.21030 -0.1525 0.8790 Output:regressor 0.30329 0.23157 1.3097 0.1923 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| FR | GB | 0.0963 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.88085 -0.21639 -0.01398 0.19738 0.98848 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.29842 0.05276 -5.656 7.82e-08 *** Output:regressor 1.06161 0.25927 4.095 6.96e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3653 on 147 degrees of freedom Output:Multiple R-squared: 0.1024, Adjusted R-squared: 0.09627 Output:F-statistic: 16.77 on 1 and 147 DF, p-value: 6.956e-05 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 2.2372 2.23719 16.765 6.956e-05 *** Output:Residuals 147 19.6160 0.13344 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1476567 Output:[1] 0.01341262 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002783562 -0.01126568 Output:regressor -0.011265676 0.06722299 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.29842 0.18239 -1.6361 0.1040 Output:regressor 1.06161 1.23067 0.8626 0.3897 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| FR | CH | 0.0744 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.71704 -0.24714 -0.02583 0.22490 1.12906 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.06647 0.03382 -1.965 0.051245 . Output:regressor -0.26408 0.07354 -3.591 0.000449 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3697 on 147 degrees of freedom Output:Multiple R-squared: 0.08064, Adjusted R-squared: 0.07439 Output:F-statistic: 12.89 on 1 and 147 DF, p-value: 0.0004486 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 1.7623 1.76228 12.894 0.0004486 *** Output:Residuals 147 20.0909 0.13667 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1476567 Output:[1] 0.1707407 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001143731 -0.001106728 Output:regressor -0.001106728 0.005408580 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.06647 0.16162 -0.4113 0.6815 Output:regressor -0.26408 0.26289 -1.0045 0.3168 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| FR | IT | 0.0124 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.8170 -0.2454 0.0059 0.1972 1.2195 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.17561 0.04518 -3.887 0.000153 *** Output:regressor -0.04693 0.02776 -1.691 0.093020 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3819 on 147 degrees of freedom Output:Multiple R-squared: 0.01907, Adjusted R-squared: 0.0124 Output:F-statistic: 2.858 on 1 and 147 DF, p-value: 0.09302 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.4168 0.41682 2.8584 0.09302 . Output:Residuals 147 21.4364 0.14583 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1476567 Output:[1] 1.27895 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0020410660 0.0009046849 Output:regressor 0.0009046849 0.0007704042 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.175614 0.212384 -0.8269 0.4097 Output:regressor -0.046926 0.073284 -0.6403 0.5230 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Correlations for GB
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| GB | GB | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-8.468e-17 -1.062e-17 -6.550e-18 -5.000e-19 7.924e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.091e-16 9.654e-18 1.130e+01 <2e-16 *** Output:regressor 1.000e+00 4.744e-17 2.108e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 6.685e-17 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 4.443e+32 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 1.9851 1.9851 4.4425e+32 < 2.2e-16 *** Output:Residuals 147 0.0000 0.0000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.01341262 Output:[1] 0.01341262 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 9.320773e-35 -3.772318e-34 Output:regressor -3.772318e-34 2.250966e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.0914e-16 1.6163e-17 6.7529e+00 3.139e-10 *** Output:regressor 1.0000e+00 6.5579e-17 1.5249e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
| GB | FR | 0.0963 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.22056 -0.08727 -0.01999 0.10020 0.19901 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.179208 0.009456 18.953 < 2e-16 *** Output:regressor 0.096433 0.023552 4.095 6.96e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1101 on 147 degrees of freedom Output:Multiple R-squared: 0.1024, Adjusted R-squared: 0.09627 Output:F-statistic: 16.77 on 1 and 147 DF, p-value: 6.956e-05 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.20322 0.203218 16.765 6.956e-05 *** Output:Residuals 147 1.78185 0.012121 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.01341262 Output:[1] 0.1476567 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 8.940688e-05 0.0000668427 Output:regressor 6.684270e-05 0.0005546752 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.179208 0.069892 2.564 0.01135 * Output:regressor 0.096433 0.090719 1.063 0.28953 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| GB | ES | 0.0740 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.20238 -0.08483 -0.01725 0.09831 0.20624 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.19929 0.01272 15.672 < 2e-16 *** Output:regressor 0.19243 0.05372 3.582 0.000463 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1114 on 147 degrees of freedom Output:Multiple R-squared: 0.08028, Adjusted R-squared: 0.07402 Output:F-statistic: 12.83 on 1 and 147 DF, p-value: 0.0004629 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.15935 0.15935 12.83 0.0004629 *** Output:Residuals 147 1.82572 0.01242 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.01341262 Output:[1] 0.02907596 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0001617022 0.0004755246 Output:regressor 0.0004755246 0.0028861575 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.199292 0.084301 2.3641 0.01938 * Output:regressor 0.192433 0.362146 0.5314 0.59597 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| GB | DE | 0.0319 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.19988 -0.09131 -0.01223 0.10337 0.22049 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.15593 0.01050 14.846 <2e-16 *** Output:regressor -0.04000 0.01651 -2.423 0.0166 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.114 on 147 degrees of freedom Output:Multiple R-squared: 0.0384, Adjusted R-squared: 0.03186 Output:F-statistic: 5.87 on 1 and 147 DF, p-value: 0.01662 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.07623 0.076225 5.8701 0.01662 * Output:Residuals 147 1.90884 0.012985 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.01341262 Output:[1] 0.3219604 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.103164e-04 7.945577e-05 Output:regressor 7.945577e-05 2.725138e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.155925 0.077601 2.0093 0.04633 * Output:regressor -0.039996 0.094796 -0.4219 0.67370 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| GB | IT | 0.0288 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.201486 -0.095616 -0.001312 0.077498 0.214854 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.190191 0.013503 14.09 <2e-16 *** Output:regressor 0.019249 0.008296 2.32 0.0217 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1141 on 147 degrees of freedom Output:Multiple R-squared: 0.03533, Adjusted R-squared: 0.02877 Output:F-statistic: 5.384 on 1 and 147 DF, p-value: 0.0217 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.07013 0.070134 5.3838 0.0217 * Output:Residuals 147 1.91493 0.013027 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.01341262 Output:[1] 1.27895 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.823306e-04 8.081648e-05 Output:regressor 8.081648e-05 6.882104e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.190191 0.089261 2.1307 0.03477 * Output:regressor 0.019249 0.044506 0.4325 0.66601 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| GB | CH | -0.0042 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.18464 -0.09066 -0.02234 0.09112 0.22644 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.16465 0.01062 15.509 <2e-16 *** Output:regressor 0.01436 0.02309 0.622 0.535 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1161 on 147 degrees of freedom Output:Multiple R-squared: 0.002624, Adjusted R-squared: -0.004161 Output:F-statistic: 0.3867 on 1 and 147 DF, p-value: 0.535 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.00521 0.0052079 0.3867 0.535 Output:Residuals 147 1.97986 0.0134684 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.01341262 Output:[1] 0.1707407 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0001127090 -0.0001090626 Output:regressor -0.0001090626 0.0005329889 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.164649 0.117590 1.4002 0.1636 Output:regressor 0.014356 0.208508 0.0689 0.9452 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| GB | RO | -0.0054 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.19717 -0.09198 -0.02477 0.10017 0.21469 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.168351 0.009666 17.417 <2e-16 *** Output:regressor 0.006551 0.014641 0.447 0.655 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1161 on 147 degrees of freedom Output:Multiple R-squared: 0.00136, Adjusted R-squared: -0.005433 Output:F-statistic: 0.2002 on 1 and 147 DF, p-value: 0.6552 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0027 0.0027003 0.2002 0.6552 Output:Residuals 147 1.9824 0.0134855 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.01341262 Output:[1] 0.4251001 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 9.342451e-05 2.500864e-05 Output:regressor 2.500864e-05 2.143452e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.1683510 0.0878895 1.9155 0.05737 . Output:regressor 0.0065513 0.0668791 0.0980 0.92210 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Correlations for IT
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| IT | IT | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-9.321e-15 2.290e-17 5.810e-17 9.650e-17 9.258e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -7.276e-16 9.234e-17 -7.880e+00 6.72e-13 *** Output:regressor 1.000e+00 5.673e-17 1.763e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 7.805e-16 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 3.107e+32 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 189.28 189.28 3.1071e+32 < 2.2e-16 *** Output:Residuals 147 0.00 0.00 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.27895 Output:[1] 1.27895 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 8.526731e-33 3.779400e-33 Output:regressor 3.779400e-33 3.218431e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -7.2762e-16 1.2869e-16 -5.6543e+00 7.896e-08 *** Output:regressor 1.0000e+00 5.8057e-17 1.7224e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable [1] "-------------------------------------------------------------------------------------------" | |
| IT | CH | 0.1705 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.46825 -0.84823 -0.01838 0.85473 1.73231 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.40932 0.09422 -14.957 < 2e-16 *** Output:regressor 1.14854 0.20490 5.605 9.96e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.03 on 147 degrees of freedom Output:Multiple R-squared: 0.1761, Adjusted R-squared: 0.1705 Output:F-statistic: 31.42 on 1 and 147 DF, p-value: 9.964e-08 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 33.334 33.334 31.421 9.964e-08 *** Output:Residuals 147 155.950 1.061 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.27895 Output:[1] 0.1707407 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.008877903 -0.00859068 Output:regressor -0.008590680 0.04198265 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.40932 0.67162 -2.0984 0.03758 * Output:regressor 1.14854 1.05869 1.0849 0.27975 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| IT | RO | 0.1153 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.7337 -0.8818 -0.2248 0.9713 2.3642 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.24478 0.08854 -14.060 < 2e-16 *** Output:regressor -0.60407 0.13411 -4.504 1.35e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.064 on 147 degrees of freedom Output:Multiple R-squared: 0.1213, Adjusted R-squared: 0.1153 Output:F-statistic: 20.29 on 1 and 147 DF, p-value: 1.347e-05 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 22.958 22.9578 20.29 1.347e-05 *** Output:Residuals 147 166.327 1.1315 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.27895 Output:[1] 0.4251001 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.007838609 0.002098303 Output:regressor 0.002098303 0.017984233 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.24478 1.60293 -0.7766 0.4387 Output:regressor -0.60407 1.20288 -0.5022 0.6163 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| IT | DE | 0.0513 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.8156 -0.9235 -0.2043 0.9168 2.0901 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.3139 0.1015 -12.94 < 2e-16 *** Output:regressor -0.4787 0.1596 -3.00 0.00317 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.102 on 147 degrees of freedom Output:Multiple R-squared: 0.0577, Adjusted R-squared: 0.05129 Output:F-statistic: 9.001 on 1 and 147 DF, p-value: 0.003171 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 10.921 10.9210 9.0006 0.003171 ** Output:Residuals 147 178.364 1.2134 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.27895 Output:[1] 0.3219604 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.010308044 0.007424405 Output:regressor 0.007424405 0.025463888 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.31388 1.25879 -1.0438 0.2983 Output:regressor -0.47874 1.05928 -0.4519 0.6520 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| IT | GB | 0.0288 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.9760 -0.9024 -0.1760 0.8841 2.1260 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.482 0.161 -9.206 3.16e-16 *** Output:regressor 1.835 0.791 2.320 0.0217 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.115 on 147 degrees of freedom Output:Multiple R-squared: 0.03533, Adjusted R-squared: 0.02877 Output:F-statistic: 5.384 on 1 and 147 DF, p-value: 0.0217 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 6.688 6.6875 5.3838 0.0217 * Output:Residuals 147 182.597 1.2422 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.27895 Output:[1] 0.01341262 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0259110 -0.1048674 Output:regressor -0.1048674 0.6257503 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.4819 2.3561 -0.6290 0.5304 Output:regressor 1.8355 4.2352 0.4334 0.6654 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| IT | ES | 0.0139 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.05888 -0.98022 -0.05673 0.98941 2.17879 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.0174 0.1281 -7.940 4.78e-13 *** Output:regressor 0.9520 0.5414 1.759 0.0807 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.123 on 147 degrees of freedom Output:Multiple R-squared: 0.0206, Adjusted R-squared: 0.01394 Output:F-statistic: 3.092 on 1 and 147 DF, p-value: 0.08073 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 3.90 3.9000 3.0925 0.08073 . Output:Residuals 147 185.38 1.2611 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.27895 Output:[1] 0.02907596 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.01641936 0.04828512 Output:regressor 0.04828512 0.29306260 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.0174 2.7910 -0.3646 0.716 Output:regressor 0.9520 3.6565 0.2604 0.795 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| IT | FR | 0.0124 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.15786 -0.95126 0.07283 0.88698 2.25863 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.22328 0.09652 -12.674 <2e-16 *** Output:regressor -0.40646 0.24041 -1.691 0.093 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.124 on 147 degrees of freedom Output:Multiple R-squared: 0.01907, Adjusted R-squared: 0.0124 Output:F-statistic: 2.858 on 1 and 147 DF, p-value: 0.09302 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 3.61 3.6104 2.8584 0.09302 . Output:Residuals 147 185.67 1.2631 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.27895 Output:[1] 0.1476567 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.009316475 0.006965218 Output:regressor 0.006965218 0.057798881 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.22328 1.74113 -0.7026 0.4834 Output:regressor -0.40646 0.55082 -0.7379 0.4617 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Correlations for RO
| Regressand | Regressor | R | R-Analysis Output | |
|---|---|---|---|---|
| RO | RO | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.321e-16 -3.203e-17 -1.735e-17 -3.330e-18 2.862e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 5.457e-17 2.003e-17 2.725e+00 0.00721 ** Output:regressor 1.000e+00 3.033e-17 3.297e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 2.406e-16 on 147 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.087e+33 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 62.915 62.915 1.0868e+33 < 2.2e-16 *** Output:Residuals 147 0.000 0.000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.4251001 Output:[1] 0.4251001 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.010326e-34 1.073517e-34 Output:regressor 1.073517e-34 9.200949e-34 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 5.4572e-17 1.9691e-17 2.7714e+00 0.006304 ** Output:regressor 1.0000e+00 9.1059e-18 1.0982e+17 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
| RO | DE | 0.7213 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.64903 -0.25594 -0.05024 0.24050 0.76232 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.16824 0.03172 5.303 4.1e-07 *** Output:regressor 0.97719 0.04986 19.598 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3442 on 147 degrees of freedom Output:Multiple R-squared: 0.7232, Adjusted R-squared: 0.7213 Output:F-statistic: 384.1 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 45.501 45.501 384.1 < 2.2e-16 *** Output:Residuals 147 17.414 0.118 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.4251001 Output:[1] 0.3219604 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0010063872 0.0007248539 Output:regressor 0.0007248539 0.0024860711 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.16824 0.16335 1.0299 0.3047 Output:regressor 0.97719 0.13126 7.4448 7.565e-12 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| RO | ES | 0.4942 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.7871 -0.3872 -0.1097 0.4607 0.9740 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.32771 0.05291 6.194 5.59e-09 *** Output:regressor 2.69718 0.22354 12.066 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4637 on 147 degrees of freedom Output:Multiple R-squared: 0.4976, Adjusted R-squared: 0.4942 Output:F-statistic: 145.6 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 31.305 31.305 145.58 < 2.2e-16 *** Output:Residuals 147 31.610 0.215 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.4251001 Output:[1] 0.02907596 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002799637 0.008233012 Output:regressor 0.008233012 0.049969592 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.32771 0.39398 0.8318 0.40687 Output:regressor 2.69718 1.29914 2.0761 0.03962 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| RO | FR | 0.3796 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.18341 -0.40458 0.01087 0.40993 1.03073 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0100 0.0441 0.227 0.821 Output:regressor 1.0512 0.1099 9.569 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.5135 on 147 degrees of freedom Output:Multiple R-squared: 0.3838, Adjusted R-squared: 0.3796 Output:F-statistic: 91.57 on 1 and 147 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 24.149 24.1487 91.571 < 2.2e-16 *** Output:Residuals 147 38.766 0.2637 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.4251001 Output:[1] 0.1476567 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001945145 0.001454237 Output:regressor 0.001454237 0.012067570 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.010005 0.259373 0.0386 0.9693 Output:regressor 1.051211 0.892496 1.1778 0.2408 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| RO | CH | 0.1865 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.35057 -0.39765 0.06309 0.46315 0.96138 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.02479 0.05380 0.461 0.646 Output:regressor -0.69132 0.11699 -5.909 2.3e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.5881 on 147 degrees of freedom Output:Multiple R-squared: 0.192, Adjusted R-squared: 0.1865 Output:F-statistic: 34.92 on 1 and 147 DF, p-value: 2.296e-08 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 12.077 12.0768 34.921 2.296e-08 *** Output:Residuals 147 50.838 0.3458 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.4251001 Output:[1] 0.1707407 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002894094 -0.002800463 Output:regressor -0.002800463 0.013685858 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.024786 0.343646 0.0721 0.9426 Output:regressor -0.691317 0.845793 -0.8174 0.4150 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| RO | IT | 0.1153 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.5507 -0.2779 0.1623 0.4419 0.8077 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.35245 0.07255 -4.858 3.01e-06 *** Output:regressor -0.20078 0.04457 -4.504 1.35e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.6133 on 147 degrees of freedom Output:Multiple R-squared: 0.1213, Adjusted R-squared: 0.1153 Output:F-statistic: 20.29 on 1 and 147 DF, p-value: 1.347e-05 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 7.631 7.6307 20.29 1.347e-05 *** Output:Residuals 147 55.284 0.3761 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.4251001 Output:[1] 1.27895 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.005263879 0.002333169 Output:regressor 0.002333169 0.001986861 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.35245 1.31283 -0.2685 0.7887 Output:regressor -0.20078 0.45855 -0.4379 0.6621 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
| RO | GB | -0.0054 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.6702 -0.2519 0.1220 0.4770 1.0032 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.15147 0.09442 -1.604 0.111 Output:regressor 0.20764 0.46402 0.447 0.655 Output: Output:Residual standard error: 0.6538 on 147 degrees of freedom Output:Multiple R-squared: 0.00136, Adjusted R-squared: -0.005433 Output:F-statistic: 0.2002 on 1 and 147 DF, p-value: 0.6552 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.086 0.08558 0.2002 0.6552 Output:Residuals 147 62.829 0.42741 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.4251001 Output:[1] 0.01341262 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.008915635 -0.0360835 Output:regressor -0.036083499 0.2153125 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.15147 0.84599 -0.1790 0.8581 Output:regressor 0.20764 1.93719 0.1072 0.9148 Output: Output:[1] "-------------------------------------------------------------------------------------------" |