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Table 2 Summary statistics of the weekly log-return of the four indexes

From: Forecasting VaR and ES by using deep quantile regression, GANs-based scenario generation, and heterogeneous market hypothesis

Index

Mean

STD

Skewness

Kurtosis

J-B test

ADF test

FTSE100

0.067

2.332

− 1.006

13.821

8494.452

− 43.631

N225

− 0.020

3.048

− 0.653

8.878

2540.792

− 42.111

SPX500

0.152

2.326

− 0.852

10.583

4236.150

− 44.315

DAX

0.124

3.065

− 0.825

8.981

2699.387

− 41.727