Descriptive Statistics for Slovakia and the Czech Republic
| SR | X1 | X2 | X3 | X4 | Y |
|---|---|---|---|---|---|
| Mean | 2.020833 | 2.447917 | 2.559896 | 2.236979 | 2.510417 |
| Standard Error | 0.039186 | 0.052344 | 0.055964 | 0.044971 | 0.049197 |
| Standard Deviation | 0.767882 | 1.025724 | 1.096663 | 0.881245 | 0.964051 |
| Kurtosis | 1.632821 | −0.18256 | −0.31648 | 0.872249 | 0.709858 |
| Skewness | 0.764488 | 0.447542 | 0.437596 | 0.645957 | 0.690959 |
| CR | X1 | X2 | X3 | X4 | Y |
| Mean | 2.097686 | 2.421594 | 2.632391 | 2.300771 | 2.550129 |
| Standard Error | 0.038891 | 0.053305 | 0.054264 | 0.045598 | 0.048585 |
| Standard Deviation | 0.767053 | 1.051335 | 1.070254 | 0.899326 | 0.958242 |
| Kurtosis | 0.831162 | −0.08168 | −0.2422 | 0.197208 | 0.644209 |
| Skewness | 0.486402 | 0.52265 | 0.368666 | 0.374906 | 0.580755 |
Regression and Correlation Analysis for Czech Republic
| Correlation | X1 | X2 | X3 | X4 | Y |
|---|---|---|---|---|---|
| X1 | 1 | ||||
| X2 | 0.450565 | 1 | |||
| X3 | 0.37036 | 0.767995 | 1 | ||
| X4 | 0.547611 | 0.617889 | 0.562347 | 1 | |
| Y | 0.400069 | 0.416438 | 0.330893 | 0.435553 | 1 |
| Regression Statistics | |||||
| Multiple R | 0.501877 | ||||
| R Square | 0.251881 | ||||
| Adjusted R Square | 0.244088 | ||||
| Standard Error | 0.833126 | ||||
| Observations | 389 | ||||
| ANOVA | |||||
| df | SS | MS | F | Significance F | |
| Regression | 4 | 89.73826 | 22.43457 | 32.32183 | 3.13E-23 |
| Residual | 384 | 266.5342 | 0.6941 | ||
| Total | 388 | 356.2725 | |||
| Regression | Coefficients | Standard Error | t Stat | P-value | |
| Intercept | 1.104162 | 0.142097 | 7.770491 | 7.22E-14 | |
| X1 | 0.247028 | 0.066903 | 3.692315 | 0.000254 | |
| X2 | 0.2024 | 0.067834 | 2.983769 | 0.003029 | |
| X3 | −0.02588 | 0.062687 | −0.41284 | 0.679957 | |
| X4 | 0.219828 | 0.065739 | 3.343929 | 0.000907 |
Regression and Correlation Analysis for Slovakia
| Correlation | X1 | X2 | X3 | X4 | Y |
|---|---|---|---|---|---|
| X1 | 1 | ||||
| X2 | 0.445583 | 1 | |||
| X3 | 0.364375 | 0.744378 | 1 | ||
| X4 | 0.602316 | 0.471519 | 0.51345 | 1 | |
| Y | 0.373569 | 0.357005 | 0.329101 | 0.370492 | 1 |
| Regression Statistics | |||||
| Multiple R | 0.450816 | ||||
| R Square | 0.203235 | ||||
| Adjusted R Square | 0.194826 | ||||
| Standard Error | 0.865058 | ||||
| Observations | 384 | ||||
| ANOVA | |||||
| df | SS | MS | F | Significance F | |
| Regression | 4 | 72.34306 | 18.08577 | 24.16832 | 7.92E-18 |
| Residual | 379 | 283.6153 | 0.748325 | ||
| Total | 383 | 355.9583 | |||
| Regression | Coefficients | Standard Error | t Stat | P-value | |
| Intercept | 1.157327 | 0.144889 | 7.98771 | 1.67E-14 | |
| X1 | 0.241662 | 0.074454 | 3.245786 | 0.001275 | |
| X2 | 0.137655 | 0.067237 | 2.047315 | 0.041316 | |
| X3 | 0.065299 | 0.063106 | 1.034749 | 0.301446 | |
| X4 | 0.161201 | 0.068418 | 2.356123 | 0.018975 |