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. 2020 Aug 20;38:101732. doi: 10.1016/j.frl.2020.101732

Table 3.

Effect of stimulus packages on stock returns.

This table reports the results for testing the effect of stimulus packages on stock returns. The regression model has the following form:

Returnt=α+i=15βiPACKAGEti+β5OILt1+β6Returnt1+β7VOLt1+β8MONt+β9TUEt+β10THUt+β11FRIt+εt where Returnt is country stock index return; PACKAGEt is the dummy variable that equals 1 from the day the stimulus package was announced and zero otherwise; OILt is the WTI crude oil price return; VOLt is the stock return volatility; MONt, TUEt, THUt, and FRIt are dummy variables that control for day-of-week effect. The p-values are generated after correcting for Newey and West (1987) standard errors that are robust to heteroskedasticity and autocorrelation of up to 12 lags. We report the sum of the lagged coefficients and the p-value of the Wald test examining the null hypothesis of i=15βi=0. Finally, ** *, **, and * denote statistical significance at the 1%, 5%, and 10% levels, respectively.

Canada France Germany Italy Japan UK US
PACKAGEt − 1 4.314*** -4.309*** 0.717 -18.948*** -2.975*** -2.386** -7.515***
(0.003) (0.007) (0.137) (0.000) (0.000) (0.014) (0.000)
PACKAGEt − 2 -2.613 8.651*** 0.805* 29.366*** -1.110* 5.178*** 9.503***
(0.246) (0.000) (0.064) (0.000) (0.058) (0.000) (0.000)
PACKAGEt − 3 -6.135*** 2.655*** -2.784*** -18.109*** 6.247*** 0.849 -3.273
(0.000) (0.006) (0.000) (0.000) (0.000) (0.177) (0.155)
PACKAGEt − 4 15.043*** -9.229*** -2.127*** 10.309*** -4.565*** -6.547*** -9.849***
(0.000) (0.000) (0.000) (0.000) (0.003) (0.000) (0.000)
PACKAGEt − 5 -8.726*** 3.500*** 3.579*** -2.277 2.709* 4.546*** 13.202***
(0.000) (0.005) (0.001) (0.156) (0.072) (0.000) (0.000)
OILt − 1 0.027 0.037 0.031 0.016 0.033 0.023 0.025
(0.465) (0.284) (0.365) (0.683) (0.141) (0.447) (0.217)
Returnt − 1 -0.279 0.004 0.006 0.163* 0.160 0.010 -0.483***
(0.164) (0.976) (0.941) (0.065) (0.276) (0.927) (0.001)
VOLt − 1 -0.036*** -0.036 -0.022 0.005 -0.027 -0.058** -0.045***
(0.000) (0.219) (0.562) (0.706) (0.909) (0.024) (0.009)
MONt -0.336 -0.392 -0.152 -0.260 -0.221 -0.105 -0.371
(0.401) (0.350) (0.712) (0.562) (0.439) (0.769) (0.455)
TUEt 0.136 0.438 0.674* 0.545 0.434 0.467* 0.025
(0.590) (0.125) (0.088) (0.121) (0.151) (0.088) (0.934)
THUt -0.222 -0.163 0.052 0.446 -0.243 -0.205 0.192
(0.578) (0.715) (0.904) (0.184) (0.551) (0.591) (0.533)
FRIt -0.171 -0.120 0.271 -0.304 0.157 -0.001 -0.229
(0.579) (0.721) (0.419) (0.350) (0.555) (0.996) (0.532)
Constant 0.034 -0.034 -0.171 -0.188 0.002 -0.106 0.135
(0.853) (0.880) (0.488) (0.420) (0.996) (0.586) (0.607)
R¯2 0.334 0.121 -0.003 0.455 0.090 0.105 0.420
Wald test 1.884** 1.268 0.190 0.341 0.306 1.640* 2.069**
(0.016) (0.167) (0.877) (0.576) (0.905) (0.099) (0.034)