Specification | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) |
---|---|---|---|---|---|---|---|---|
Pooled OLS | Random | Fixed | Max-likelihood | Random | Fixed | Max-likelihood | Max-likelihood | |
Independent variable | ROE | ROE | ROE | ROE | Stock Return | Stock Return | Stock Return | Stock Return |
EDS | -0.280* (0.148) | -0.413** (0.169) | -0.610*** (0.228) | -0.428** (0.175) | -0.00527 (0.00828) | -0.0165 (0.0123) | -0.0123* (0.00728) | 0.0568* (0.0327) |
EDS _sq | 0.00224 (0.00163) | 0.00338 (0.00222) | 0.00675** (0.00315) | 0.00348 (0.00231) | 0.000157 (0.000108) | 0.000297* (0.000170) | 0.000196** (0.0000954) | 0.000356 (0.000254) |
SDS | 0.297 (0.304) | 0.218 (0.264) | 0.116 (0.310) | 0.196 (0.269) | 0.0109 (0.0127) | -0.00215 (0.0168) | 0.00694 (0.0119) | 0.0100 (0.0307) |
SDS_sq | -0.00294 (0.00301) | -0.00231 (0.00290) | -0.00280 (0.00367) | -0.00213 (0.00297) | -0.0000781 (0.000139) | 0.000169 (0.000199) | -0.0000740 (0.000129) | -0.000377 (0.000297) |
GDS | 3.702*** (1.358) | 4.134*** (1.394) | -1.182 (1.632) | 3.920*** (1.450) | 0.105 (0.0665) | 0.121 (0.0884) | 0.130** (0.0619) | 0.0105 (0.0897) |
GDS_sq | -0.0327*** (0.0124) | -0.0351*** (0.0131) | 0.0149 (0.0152) | -0.0329** (0.0136) | -0.00107* (0.000623) | -0.00130 (0.000820) | -0.00116** (0.000583) | 0.000612 (0.00114) |
Leverage | -25.09*** (7.277) | -25.11*** (3.892) | -112.2*** (11.65) | -28.39*** (5.159) | 0.152 (0.180) | 1.397** (0.622) | 0.0821 (0.146) | 0.0915 (0.142) |
Asset Size | 1.186 (0.800) | 1.079 (0.657) | 5.447* (3.287) | 1.349* (0.758) | -0.0895*** (0.0315) | -0.982*** (0.178) | -0.0782*** (0.0264) | -0.0736*** (0.0264) |
L.ROE | 0.371*** (0.102) | 0.364*** (0.0429) | 0.0210 (0.0491) | 0.297*** (0.0643) | ||||
D | 5.878*** (1.447) | 0.461*** (0.0719) | ||||||
L. Stock Return | -0.0434 (0.0400) | -0.166*** (0.0431) | 0.0777 (0.0578) | 0.101* (0.0604) | ||||
EDS_SDS | 0.000750* (0.000405) | |||||||
EDS_GDS | -0.00212** (0.000917) | |||||||
SDS_GDS | -0.0000175 (0.000850) | |||||||
Constant | -122.9*** (46.88) | -129.2*** (37.17) | -70.63 (103.2) | -129.0*** (38.33) | -0.237 (1.770) | 24.90*** (5.586) | -1.117 (1.602) | 0.708 (1.859) |
N | 564 | 564 | 564 | 658 | 564 | 564 | 658 | 658 |
R 2 | 0.269 | 0.249 | 0.201 | 0.096 | 0.117 |