Estimation results for H1 by using PGLM
| Variable | Coefficient | SD | t-statistic | p-value |
|---|---|---|---|---|
| Panel A: estimation results by using modified Basu’s (1997) model | ||||
| Constant | 0.551 | 0.267 | 2.061 | 0.039** |
| NEG | 0.394 | 0.477 | 0.825 | 0.409 |
| ST | 0.096 | 0.151 | 0.640 | 0.522 |
| MB | 0.002 | 0.001 | 1.604 | 0.108 |
| LEV | −0.963 | 0.107 | −8.977 | <0.001*** |
| SIZE | 0.011 | 0.016 | 0.720 | 0.471 |
| NEG×ST | −0.083 | 0.257 | 0.321 | 0.748 |
| NEG×MB | −0.003 | 0.003 | −0.756 | 0.450 |
| NEG×LEV | 0.077 | 0.193 | 0.403 | 0.687 |
| NEG×SIZE | −0.029 | 0.028 | −1.056 | 0.291 |
| RET | 0.587 | 0.556 | 1.056 | 0.290 |
| RET×ST | −0.212 | 0.346 | −0.612 | 0.540 |
| RET×MB | 0.009 | 0.010 | 0.846 | 0.397 |
| RET×LEV | 0.283 | 0.168 | 1.690 | 0.047** |
| RET×SIZE | −0.048 | 0.033 | −1.443 | 0.148 |
| RET×NEG | 3.336 | 1.451 | 2.298 | 0.021** |
| RET×NEG×ST | −0.173 | 0.898 | −0.192 | 0.847 |
| RET×NEG×MB | −0.010 | 0.012 | −0.861 | 0.389 |
| RET×NEG×LEV | −1.120 | 0.470 | −2.381 | 0.017** |
| RET×NEG×SIZE | −0.158 | 0.079 | −1.986 | 0.047** |
| Panel B: estimation results by using Beaver and Ryan’s (2000) model | ||||
| Constant | −6.392 | 0.430 | −14.862 | <0.001*** |
| ST | −0.358 | 0.185 | −1.932 | 0.053* |
| LEV | 2.933 | 0.134 | 21.773 | <0.001*** |
| SIZE | 0.311 | 0.027 | 11.398 | <0.001*** |
| Variable | Coefficient | SD | ||
|---|---|---|---|---|
| Constant | 0.551 | 0.267 | 2.061 | 0.039** |
| 0.394 | 0.477 | 0.825 | 0.409 | |
| 0.096 | 0.151 | 0.640 | 0.522 | |
| 0.002 | 0.001 | 1.604 | 0.108 | |
| −0.963 | 0.107 | −8.977 | <0.001*** | |
| 0.011 | 0.016 | 0.720 | 0.471 | |
| −0.083 | 0.257 | 0.321 | 0.748 | |
| −0.003 | 0.003 | −0.756 | 0.450 | |
| 0.077 | 0.193 | 0.403 | 0.687 | |
| −0.029 | 0.028 | −1.056 | 0.291 | |
| 0.587 | 0.556 | 1.056 | 0.290 | |
| −0.212 | 0.346 | −0.612 | 0.540 | |
| 0.009 | 0.010 | 0.846 | 0.397 | |
| 0.283 | 0.168 | 1.690 | 0.047** | |
| −0.048 | 0.033 | −1.443 | 0.148 | |
| 3.336 | 1.451 | 2.298 | 0.021** | |
| −0.173 | 0.898 | −0.192 | 0.847 | |
| −0.010 | 0.012 | −0.861 | 0.389 | |
| −1.120 | 0.470 | −2.381 | 0.017** | |
| −0.158 | 0.079 | −1.986 | 0.047** | |
| Constant | −6.392 | 0.430 | −14.862 | <0.001*** |
| −0.358 | 0.185 | −1.932 | 0.053* | |
| 2.933 | 0.134 | 21.773 | <0.001*** | |
| 0.311 | 0.027 | 11.398 | <0.001*** | |
Notes: *,**,***Statistical significance at 10, 5 and 1 percent, respectively
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