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. 2021 Jan 5;61(5):2663–2683. doi: 10.1007/s00181-020-01990-5

Table 3.

Parameter estimates of the crisis GARCH(1,1)

Estimate Std. Error t-value Pr(> |t| )
μ 0.00119 0.00064 1.849 0.064
ϕ 0.01316 0.02290 0.575 0.565
ω 0.00008 0.00003 2.681 0.007
α 0.14447 0.03211 4.500 <0.001
β 0.81655 0.03663 22.292 <0.001
attacks 0.00101 0.00055 1.845 0.065
COVID-19 0.00041 0.00039 1.067 0.286

The table presents the parameter estimates of a GARCH(1,1) model with exogenous dummy variables accounting for days of Bitcoin market-related events (“attacks”) or the COVID-19-induced stock market crash (February 21 to May 31, 2020). Standard errors are calculated accounting for heteroscedasticity and autocorrelation