periodicity in conditional heteroskedasticity. The periodic structures in GARCH models share many properties with periodic ARMA … processes studied by Gladyshev (1961), Tiao and Grupe (1980) and others. We describe the relation between periodic GARCH … processes and time-invariant (seasonal) GARCH processes. Besides the periodic GARCH or P-GARCH process, we also discuss P …