Khan–Watts' expanded regression panel model (third hypothesis)
| The estimated regression coefficients | |||||
|---|---|---|---|---|---|
| Matched on | Unstandardized regression coefficients | Standardized coefficient | t- Statistic | Sig | |
| B | Std. Error | Beta | |||
| (Constant) | −0.148 | 0.271 | – | −0.547 | 0.585 |
| NEG_t | 0.099 | 0.277 | 0.226 | 0.357 | 0.721 |
| RET_ t | −0.001 | 0.003 | −0.276 | −0.294 | 0.769 |
| SIZE_ t × RET_ t | 6–4.405 | 0.000 | −0.020 | −0.022 | 0.982 |
| MTB_ t × RET_ | −54.037 | 0.000 | 0.050 | 0.450 | 0.653 |
| LEV_ t × RET_ t | 0.001 | 0.001 | 0.233 | 1.182 | 0.238 |
| LIT_ t × RET_ t | 0.002 | 0.010 | 0.013 | 0.179 | 0.858 |
| NEG_ t × RET_ t | 0.001 | 0.008 | 0.063 | 0.114 | 0.910 |
| SIZE_ t × NEG_t × RET_t | 0.000 | 0.001 | −0.108 | -0.196 | 0.845 |
| MTB_t × NEG_t × RET_t | 0.000 | 0.000 | −0.060 | −1.363 | 0.174 |
| LEV_t × NEG_t × RET_t | 0.003 | 0.002 | 0.187 | 1.645 | 0.101 |
| LIT_t × NEG_t × RET_t | −0.118 | 0.105 | −0.050 | −1.125 | 0.262 |
| SIZE_t | 0.044 | 0.022 | 0.330 | 1.985 | 0.048 |
| MTB_t | 0.018 | 0.007 | 0.510 | 2.561 | 0.011 |
| LEV_t | −0.475 | 0.064 | −2.212 | −7.379 | 0.000 |
| LIT_t | 0.775 | 1.448 | 0.034 | 0.535 | 0.5930 |
| NEG_t × SIZE_t | −0.029 | 0.022 | −0.786 | −1.278 | 0.202 |
| NEG_t × MTB_t | −0.018 | 0.007 | −0.503 | −2.557 | 0.011 |
| NEG_t × LEV_t | 0.344 | 0.065 | 1.753 | 5.304 | 0.000 |
| NEG_t × LIT_t | 2.973 | 2.668 | 0.057 | 1.114 | 0.266 |
| POST_t | 0.009 | 0.030 | 0.020 | 0.293 | 0.770 |
| POST_t × NEG_t | −0.030 | 0.038 | −0.063 | −0.791 | 0.430 |
| POST_t × RET_t | 5–9.963 | 0.000 | −0.027 | −0.396 | 0.692 |
| POST_t × RET_t × NEG_t | 1.893 | 0.721 | −0.013 | 2.626 | 0.009 |
| Summary of regression models | |||||
| Correlation coefficient | 0.798 | F-statistic | 23.966 | ||
| R2 | 0.673 | p-value | 0.000 | ||
| Regression coefficient | 1.893 | t-statistic | 2.626 | ||
| Durbin–Watson statistic | 1.840 | p-value | 0.009 | ||
| The estimated regression coefficients | |||||
|---|---|---|---|---|---|
| Matched on | Unstandardized regression coefficients | Standardized coefficient | Sig | ||
| Std. Error | Beta | ||||
| (Constant) | −0.148 | 0.271 | – | −0.547 | 0.585 |
| NEG_ | 0.099 | 0.277 | 0.226 | 0.357 | 0.721 |
| RET_ | −0.001 | 0.003 | −0.276 | −0.294 | 0.769 |
| SIZE_ | 6–4.405 | 0.000 | −0.020 | −0.022 | 0.982 |
| MTB_ | −54.037 | 0.000 | 0.050 | 0.450 | 0.653 |
| LEV_ | 0.001 | 0.001 | 0.233 | 1.182 | 0.238 |
| LIT_ | 0.002 | 0.010 | 0.013 | 0.179 | 0.858 |
| NEG_ | 0.001 | 0.008 | 0.063 | 0.114 | 0.910 |
| SIZE_ | 0.000 | 0.001 | −0.108 | -0.196 | 0.845 |
| MTB_ | 0.000 | 0.000 | −0.060 | −1.363 | 0.174 |
| LEV_ | 0.003 | 0.002 | 0.187 | 1.645 | 0.101 |
| LIT_ | −0.118 | 0.105 | −0.050 | −1.125 | 0.262 |
| SIZE_ | 0.044 | 0.022 | 0.330 | 1.985 | 0.048 |
| MTB_ | 0.018 | 0.007 | 0.510 | 2.561 | 0.011 |
| LEV_ | −0.475 | 0.064 | −2.212 | −7.379 | 0.000 |
| LIT_ | 0.775 | 1.448 | 0.034 | 0.535 | 0.5930 |
| NEG_ | −0.029 | 0.022 | −0.786 | −1.278 | 0.202 |
| NEG_ | −0.018 | 0.007 | −0.503 | −2.557 | 0.011 |
| NEG_ | 0.344 | 0.065 | 1.753 | 5.304 | 0.000 |
| NEG_ | 2.973 | 2.668 | 0.057 | 1.114 | 0.266 |
| POST_ | 0.009 | 0.030 | 0.020 | 0.293 | 0.770 |
| POST_ | −0.030 | 0.038 | −0.063 | −0.791 | 0.430 |
| POST_ | 5–9.963 | 0.000 | −0.027 | −0.396 | 0.692 |
| POST_ | 1.893 | 0.721 | −0.013 | 2.626 | 0.009 |
| Correlation coefficient | 0.798 | 23.966 | |||
| 0.673 | 0.000 | ||||
| Regression coefficient | 1.893 | 2.626 | |||
| Durbin–Watson statistic | 1.840 | 0.009 | |||
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