Stability of random coefficient ARCH models and aggregation schemes

In this paper, we consider ARCH(∞) models with nonnegative random coefficients. Necessary and sufficient conditions for the existence of first and second moments are established. The ARCH models with deterministic coefficients are shown to be always short memory processes. The effect of small perturbations of the parameters is investigated. The results obtained are applied to some aggregation schemes.