Table 7

Association between market return and tweet volume

Variableq.10q.25q.50q.75q.90
TVT−0.0005−0.0001−0.0003−0.00030.0000
(0.0007)(0.0003)(0.0002)(0.0003)(0.0006)
MKT1.0506***1.0511***1.0533***1.0642***1.0451***
(0.0250)(0.0119)(0.0084)(0.0121)(0.0208)
SMB0.01210.0239−0.0054−0.0650*−0.0596
(0.0769)(0.0366)(0.0259)(0.0372)(0.0639)
HML0.1078***0.0732***0.0559***0.0678***0.1071***
(0.0397)(0.0189)(0.0134)(0.0192)(0.0330)
WML0.03620.00940.0202*−0.0017−0.0330
(0.0359)(0.0171)(0.0121)(0.0174)(0.0299)
IML−0.0947−0.1050***−0.1021***−0.0635*−0.1071*
(0.0737)(0.0351)(0.0248)(0.0357)(0.0613)
Constant0.0012−0.00030.00250.00340.0030
(0.0045)(0.0022)(0.0015)(0.0022)(0.0038)
No. of Obs491491491491491
Pseudo R20.84160.84810.85290.84970.8448

Note(s): *** is significant at 1%, ** at 5% and * at 10%

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