Modeling and Forecasting Cryptocurrency Returns and Volatility: An Application of GARCH Models

Table 3.

Heteroskedasticity Test: ARCH

Ethereum

F-statistic

2.795259

Prob.F(1,1510)

0.0948

Obs*R-squared

2.793789

Prob.Chi-Square(1)

0.0946

BinanceCoin

F-statistic

24.40139

Prob.F(1,1510)

0.0000

Obs*R-squared

24.04514

Prob.Chi-Square(1)

0.0000

Bitcoin

F-statistic

2.376380

Prob.F(1,1510)

0.1234

Obs*R-squared

2.375788

Prob.Chi-Square(1)

0.1232