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Table 8 Granger-causality test on volatility at 10–2 s

From: A theory of very short-time price change: security price drivers in times of high-frequency trading

Lag

F-value

p-value

Adj. R2

Null hypothesis of NO Granger causation

Volatility at 1/100 s

    

1

3.01818

0.08237

0.02048

CANNOT reject the null hypothesis at 5%

2

4.72813

0.00886

0.02682

REJECT the null hypothesis at 1%

3

4.37457

0.00439

0.03174

REJECT the null hypothesis at 1%

4

3.45788

0.00788

0.03307

REJECT the null hypothesis at 1%