First Stage:

Dep. variable = F I O C i , t

Second Stage:

Dep. variable = N C S K E W i , t + 1

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%