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

Table 6.

Serial Correlation Tests on the Best FitVolatility Models

 

CGARCH (1,1)

Lag

AC

PAC

Q-Stat

Prob*

1

0.013

0.013

0.2678

0.605

2

0.028

0.028

1.4953

0.473

3

0.021

0.020

2.1624

0.539

4

0.036

0.035

4.1224

0.390

5

-0.012

-0.014

4.3431

0.501

6

0.025

0.023

5.2676

0.510

7

-0.018

-0.019

5.7563

0.568

8

0.003

0.001

5.7664

0.673

9

0.005

0.006

5.7988

0.760

10

0.056

0.055

10.583

0.391