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

Table 10.

Spline regression around the event day for North China Provinces.

Main Board

SME/GEM
Coef.
SE
t-Stat

Coef.
SE
t-Stat
(×100) (×100) (×100) (×100)

Φ10 −0.09 0.59 −0.15 −0.30 0.94 −0.32
Φ9 −0.14 0.53 −0.27 0.53 0.93 0.57
Φ8 −0.22 0.81 −0.27 −0.99 0.81 −1.22
Φ7 −0.28 0.32 −0.86 −0.12 0.94 −0.13
Φ6 −1.62 0.62 −2.61 −3.27 0.38 −8.63
Φ5 −0.06 0.40 −0.15 −0.04 0.27 −0.16
Φ4 −0.77 0.35 −2.24 −0.87 0.26 −3.32
Φ3 0.51 0.62 0.82 −0.56 0.17 −3.34
Φ2 0.71 0.44 1.61 2.03 0.83 2.46
Φ1 −1.20 0.50 −2.43 −2.42 0.24 −10.10
β(COVIDit) −1.60 0.41 −3.94 −3.27 0.69 −4.71
Ψ1 0.65 0.41 1.58 1.34 0.38 3.48
Ψ2 1.53 0.31 4.92 2.03 0.69 2.92
Ψ3 −0.33 0.41 −0.82 −0.61 0.59 −1.04
Ψ4 −0.33 0.26 −1.27 −0.93 0.27 −3.47
Ψ5 −0.10 0.54 −0.19 −1.58 0.46 −3.45
Ψ6 −1.26 0.77 −1.65 −1.71 0.27 −6.36
Ψ7 0.96 0.76 1.25 0.67 0.66 1.01
Ψ8 0.34 0.50 0.69 2.13 0.27 7.90
Ψ9 0.07 0.38 0.18 −0.81 0.38 −2.11
Ψ10 1.48 0.46 3.23 2.33 0.69 3.36
Industry Fixed Effect Yes Yes
Province Fixed Effect Yes Yes
Adj. R-square (%) 0.67 1.25

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 in the North China provinces as the dependent variable. The sample period is between Dec. 2th, 2019 and Feb 23rd, 2020.