Timeseries Analysis Based on Expert Advice Algorithm

Abstract

This review article introduces timeseries analysis based on an aggregating algorithm Expert Advice. In the Expert Advice, an expert possesses its weight that is determined by its accumulated loss of errors. Then, the prediction of the Expert Advice is obtained by the weighted average over the predictions of these experts and their weights. This review article gives theoretical introduction and examples of application of the Expert Advice.