Postby jasmine_cam » Sat Jun 04, 2016 6:38 am
I basically would like to do a volatility spillover test which includes multiple steps as follows:
1) After calculating the standardized residuals for the two stationary series i and j, estimate a GARCH (1,1) model for these residuals and obtain the standardized residuals of this equation, the derivatives, and volatility process of the GARCH model.
2) Regress standardized residuals on the derivatives and volatility process indicators obtained in step 1.
3) LM test statistics, is equal to the number of observations times the degree of explanation of the regression (R2) in Step 2. The critical value for LM test would follow distribution where n is the number of indicators in volatility process
though since I would do this analysis for over 100 variables, it would be much easier for me to compute through the code