Temporal Aggregation for ARMA Model in an Application Perspective

Abstract

This article perfects ARMA model explanations and discusses regularity results of ARMA model in temporal aggregation. Monte Carlo simulation has been applied to verify accuracy of the theory. And we also put forward possible model applications, that is, integrating shocks to better prediction model in financial markets.