Finite sample properties of the ARCH class of models with stochastic volatility

This paper shows that ARCH-type models provide adequate estimates of conditional volatility when the data are generated under stochastic volatility. Under reasonable scenarios, ARCH estimates out-perform method-of moments and quasi-maximum likelihood estimators of the true model. © 1997 Elsevier Science S.A.