James W. Taylor

A Forecast Combination Framework for Hierarchical and Grouped Time Series Reconciliation

Forecast combining and forecast reconciliation for hierarchical and grouped time series have largely developed as separate research areas. This paper connects the two by developing a forecast combination framework for forecast reconciliation. For each bottom-level series, we construct a maximal linearly independent set...