^{1}If explanatory variables appear in the GARCH equation, ω is then replaced by σ^{2}-∑ _{i=1}^{n2}ω_{i}_{i}, where _{i} is the sample average of variable x_{i,t} (assuming the stationarity of the n_{2} explanatory variables).