We investigate several aspects of GARCH(p,q) models which are relevant for empirical applications. In particular, we … note that the inclusion of a dummy variable as regressor can lead to multimodality in the GARCH likelihood. This makes … on the GARCH parameter space. We present a small refinement to the Nelson-Cao (1992) conditions for a GARCH(2,q) model …