Aggregation of Exponential Smoothing Processes with an Application to Portfolio Risk Evaluation

Abstract

In this paper we present a unified framework to analyse contemporaneous and temporal aggregation of exponential smoothing models (EWMA), making use of a representation based on macro processes. Focusing on a widely employed class of integrated moving average (IMA) models, we derive algebraic solutions to recover the parameters of the model for the… (More)

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