Generalized autoregressive score (GAS) functions under Gaussian and student-t distributions

Abstract

This article described and worked-out the score functions otherwise known as the in information matrixes of Generalized Autoregressive model with time-varying parameters when the error term is assumed to follow Gaussian and student-“t” conditional distributions for location and heavy-tails affected series respectively.