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. 2021 Aug 20;72:213–225. doi: 10.1016/j.eap.2021.08.002

Table 7.

Spline regression around the event day without Hubei Province.

Main Board

SME/GEM
Coef.
SE
t-Stat

Coef.
SE
t-Stat
(×100) (×100) (×100) (×100)
Φ10 −2.56 0.75 −3.44 −2.69 0.75 −3.58
Φ9 −0.40 0.37 −1.08 0.47 0.48 0.98
Φ8 −1.18 0.42 −2.81 −0.70 0.50 −1.41
Φ7 0.13 0.30 0.42 0.56 0.38 1.47
Φ6 −0.77 0.30 −2.58 −0.39 0.92 −0.43
Φ5 −0.43 0.16 −2.68 0.00 0.22 0.00
Φ4 −0.59 0.14 −4.11 −0.48 0.22 −2.21
Φ3 0.13 0.21 0.62 −0.03 0.31 −0.11
Φ2 0.70 0.19 3.67 1.33 0.34 3.89
Φ1 −0.44 0.38 −1.15 −0.71 0.67 −1.06
β(COVIDit) −5.34 1.18 −4.54 −6.22 1.18 −5.29
Ψ1 0.14 0.34 0.42 0.95 0.39 2.45
Ψ2 2.04 0.16 12.48 2.78 0.20 14.14
Ψ3 1.23 0.39 3.15 1.91 0.64 2.99
Ψ4 0.56 0.18 3.06 1.05 0.46 2.27
Ψ5 0.76 0.33 2.31 0.08 0.70 0.12
Ψ6 −0.54 0.31 −1.74 −0.85 0.40 −2.14
Ψ7 1.11 0.33 3.42 1.73 0.46 3.78
Ψ8 −0.38 0.29 −1.33 0.06 0.65 0.09
Ψ9 0.41 0.28 1.45 0.15 0.40 0.36
Ψ10 2.28 0.24 9.44 3.44 0.29 11.76
Industry Fixed Effect Yes Yes
Province Fixed Effect Yes Yes
Adj. R-square (%) 2.10 1.45

Note: This table reports the spline regression results of the coefficient estimates, standard errors (SE), t-statistics (t-stat) and adjusted R-square. Standard errors are grouped at the province level. The regression specification is shown in Eq. (3). We use the daily return series of Main Board firms and SME/GEM firms registered in provinces other than Hubei province. The sample period is between Dec. 2th, 2019 and Feb 23rd, 2020.