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. 2020 Nov 12;38:101838. doi: 10.1016/j.frl.2020.101838

Table 6.

Panel data regression results of sentiment before and after the pandemic.

[-100, -1] [0, 45] [-100, -1] [0, 45]
FE FE FGLS FGLS
SENTi,t 0.003*** 0.005*** 0.002*** 0.004***
(-194) (-114.55) (-191.07) (-113.85)
MKT 1.020*** 1.010*** 1.023*** 1.011***
(-199.69) (-187.81) (-199.81) (-187.86)
SMB 0.733*** 0.604*** 0.738*** 0.607***
(-110.44) (-54.62) (-110.86) (-54.86)
HML -0.102*** -0.108*** -0.0996*** -0.120***
(-11.94) (-5.09) (-11.67) (-5.63)
α0 -0.001*** -0.002*** -0.001*** -0.002***
(-35.58) (-25.43) (-33.34) (-23.89)
adj. R-sq 0.272 0.477
F 30474.9 17404.1
N 317901 74455 317901 74455
F 2988.71 754.78
P-value 0.000*** 0.000***

Notes: Table 6 provides the results from the estimation of the following regression specification.

Ri,t=α0+φMKTt+δSMBt+ηHMLt+γ1SENTi,t+εi,t

Dependent variable Ri,t represents the return of individual stock i on day t and SENTi,t represents the sentiment index of individual stock i on day t. In panel [-100, -1], the sample period is from August 22, 2019 to January 19, 2020. In panel [0, 45], the sample period from is from January 20, 2020 to to March 31, 2020. T-stats are in parentheses below the coefficient estimates. ***, **, * indicate significance at the 1%, 5%, and 10% levels, respectively. The last two rows are the results of the coefficient difference test.