Variables | MAR | |||||
Coeff. (t value) | VIF | Coeff. (t value) | VIF | Coeff. (t value) | VIF | |
VC | 0.0650** | 1.093 | 0.0661** | 1.093 | 0.0680** | 1.096 |
(2.1000) | (2.1561) | (2.2230) | ||||
TECH | 0.0330*** | 1.163 | 0.0341*** | 1.164 | 0.0372*** | 1.164 |
(3.2122) | (3.4382) | (3.1776) | ||||
RD | 0.2703*** | 1.343 | 0.4114* | 1.346 | 0.3989** | 1.351 |
(4.0208) | (1.8809) | (2.2598) | ||||
| −0.1203 | 1.018 | −0.1425* | 1.123 | −0.1486* | 1.126 |
(−1.0296) | (−1.7522) | (−1.8262) | ||||
| - | - | 2.3310** | 1.134 | 2.1832** | 1.149 |
(2.4966) | (2.3257) | |||||
| - | - | - | - | −1.9815* | 1.062 |
(−1.7484) | ||||||
Age | −0.0253 | 1.074 | −0.0211 | 1.077 | −0.0223 | 1.077 |
(−0.7213) | (−0.6043) | (−0.6408) | ||||
Delay | 0.2759*** | 1.109 | 0.2820*** | 1.113 | 0.2788*** | 1.116 |
(6.0371) | (6.2084) | (6.1364) | ||||
LEV | −0.1940 | 1.683 | −0.1614 | 1.701 | −0.1713 | 1.707 |
(−1.5398) | (−1.2844) | (−1.3625) | ||||
LOTT | −0.0236** | 1.202 | −0.0235** | 1.202 | −0.0232** | 1.203 |
(−2.2912) | (−2.3041) | (−2.2727) | ||||
ROE | −0.1561 | 1.340 | −0.1734 | 1.345 | −0.1740 | 1.345 |
(−1.2775) | (−1.4274) | (−1.4347) | ||||
Scale | −0.8851 | 2.552 | −1.0263 | 2.567 | −1.1124 | 2.586 |
(−1.2004) | (−1.3989) | (−1.5121) | ||||
Size | −0.4935 | 1.889 | −0.4468 | 1.891 | −0.3164 | 1.925 |
(−0.6776) | (−0.6179) | (−0.4343) | ||||
TR | 1.0229*** | 1.279 | 1.0255*** | 1.280 | 1.0261*** | 1.280 |
(11.8726) | (11.9954) | (12.0160) | ||||
UR | −0.0577* | 1.115 | −0.0587** | 1.115 | −0.0610** | 1.119 |
(−1.9115) | (−1.9616) | (−2.0376) | ||||
Intercept | 3.3161 |
| 3.5614* |
| 3.4424* |
|
(1.6130) | (1.7443) | (1.6867) | ||||
Year | control | control | control | |||
IND | control | control | control | |||
Adj-R2 | 0.4911 | 0.4990 | 0.5000 | |||
F-statistic | 26.7942 | 25.7143 | 24.1800 | |||
Observations | 349 | 349 | 349 |