First Stage: Dep. variable = | Second Stage: Dep. variable = | |
Constant | −0.002 | −0.090 |
| [−0.07] | [−2.51]** |
Instrumented FIOC |
| −0.035 |
|
| [−4.19]*** |
FIOCIV | 0.171 |
|
| [27.09]*** |
|
FIOL | 0.501 | 0.033 |
| [67.78]*** | [3.35]*** |
NCSKEW | −0.033 | 0.015 |
| [−6.51]*** | [2.00]** |
lnCap | −0.335 | 0.117 |
| [−27.11]*** | [7.87]*** |
MB | 0.010 | 0.029 |
| [1.57] | [3.86]*** |
ROA | −0.003 | −0.008 |
| [−0.44] | [−0.95] |
ROAVol | 0.002 | −0.002 |
| [0.27] | [−0.23] |
Debt | −0.015 | 0.020 |
| [−2.35]** | [2.66]*** |
Ret | 0.064 | 0.051 |
| [6.91]*** | [4.68]*** |
lnAmihud | 0.117 | 0.082 |
| [13.16]*** | [7.80]*** |
Sigma | 0.017 | −0.017 |
| [1.88]* | [−1.89]* |
kurtosis | 0.016 | −0.019 |
| [2.51]** | [−2.55]** |
Tenure | −0.021 | 0.006 |
| [−3.23]*** | [0.83] |
MOR | 0.029 | −0.007 |
| [4.70]*** | [−1.00] |
BSIZE | 0.002 | 0.002 |
| [0.29] | [0.32] |
BIND | 0.005 | −0.008 |
| [0.61] | [−0.95] |
BOR | 0.165 | −0.007 |
| [20.34]*** | [−0.69] |
Bduality | 0.022 | −0.001 |
| [1.27] | [−0.18] |
BLOCK | 0.098 | 0.004 |
| [12.55]*** | [0.42] |
HI | −0.002 | 0.018 |
| [−0.28] | [2.39]** |
DEV | −0.007 | −0.012 |
| [−1.14] | [−1.67]* |
ECR | −0.034 | −0.020 |
| [−4.23]*** | [−2.10]** |
lnAnalyst | −0.075 | 0.059 |
| [−8.38]*** | [5.55]*** |
lnMedia | 0.003 | 0.011 |
| [0.34] | [0.96] |
Big4 | −0.001 | −0.009 |
| [−0.17] | [−1.80]* |
|
|
|
Industry-Fixed Effects | Yes | Yes |
Year-Fixed Effects | Yes | Yes |
N | 19,319 | 19,319 |
Adjusted R2 | 33.21% | 6.59% |