Regression result of AM and NCSKEW/CRASH
| Variables | (1) | (2) | (3) | (4) |
|---|---|---|---|---|
| 0.0337*** (0.011) | 0.0097** (0.004) | 0.0354*** (0.011) | 0.0098** (0.004) | |
| 0.0525*** (0.011) | 0.0008 (0.004) | 0.0498*** (0.011) | 0.0001 (0.004) | |
| MBi,t | 0.0167*** (0.002) | 0.0033*** (0.001) | 0.0139*** (0.002) | 0.0026*** (0.001) |
| SIGMAi,t | 1.890*** (0.535) | −0.932*** (0.198) | 2.476*** (0.632) | −1.077*** (0.234) |
| LEVi,t (10–3) | 0.0003 (0.350) | 0.0002 (0.129) | 0.0001 (0.349) | 0.0002* (0.129) |
| ROAi,t (10–3) (10–3) | −0.29** (0.113) | 0.0021 (0.042) | −0.30*** (0.112) | 0.0023 (0.042) |
| RETURNi,t | 0.317*** (0.032) | 0.0297** (0.012) | 0.353*** (0.033) | 0.0244** (0.012) |
| DTURNi,t (10–4) (10–4) | 0.157 (0.216) | −0.0745 (0.080) | −0.468 (0.302) | 0.0704 (0.112) |
| SIZEi,t | 0.0139** (0.007) | 0.0031 (0.002) | 0.0172** (0.007) | 0.0019 (0.002) |
| Year dummy | No | No | Yes | Yes |
| Constant | −0.532*** (0.113) | 0.0828** (0.042) | −0.779*** (0.121) | 0.103** (0.045) |
| Observations | 11,030 | 11,030 | 11,030 | 11,030 |
| R-squared | 0.024 | 0.006 | 0.039 | 0.009 |
| Variables | (1) | (2) | (3) | (4) |
|---|---|---|---|---|
| 0.0337*** (0.011) | 0.0097** (0.004) | 0.0354*** (0.011) | 0.0098** (0.004) | |
| 0.0525*** (0.011) | 0.0008 (0.004) | 0.0498*** (0.011) | 0.0001 (0.004) | |
| MB | 0.0167*** (0.002) | 0.0033*** (0.001) | 0.0139*** (0.002) | 0.0026*** (0.001) |
| SIGMA | 1.890*** (0.535) | −0.932*** (0.198) | 2.476*** (0.632) | −1.077*** (0.234) |
| LEV | 0.0003 (0.350) | 0.0002 (0.129) | 0.0001 (0.349) | 0.0002* (0.129) |
| ROA | −0.29** (0.113) | 0.0021 (0.042) | −0.30*** (0.112) | 0.0023 (0.042) |
| RETURN | 0.317*** (0.032) | 0.0297** (0.012) | 0.353*** (0.033) | 0.0244** (0.012) |
| DTURN | 0.157 (0.216) | −0.0745 (0.080) | −0.468 (0.302) | 0.0704 (0.112) |
| SIZE | 0.0139** (0.007) | 0.0031 (0.002) | 0.0172** (0.007) | 0.0019 (0.002) |
| Year dummy | No | No | Yes | Yes |
| Constant | −0.532*** (0.113) | 0.0828** (0.042) | −0.779*** (0.121) | 0.103** (0.045) |
| Observations | 11,030 | 11,030 | 11,030 | 11,030 |
| 0.024 | 0.006 | 0.039 | 0.009 |
Note(s): Standard errors in parentheses; ***p < 0.01, **p < 0.05, *p < 0.1
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