<t>Sometimes you need too many parameters to fit the data in an ARCH model... the GARCH model is a parsimonious alternative. By putting a sigma^2 (t-1) on your vol equation (Garch(1,1), for example), you usually end up with a model that wastes less info. The idea is pretty similar to the AR to ARMA ...