Reconciling Hierarchical Forecasts via Bayes' Rule

Giorgio Corani, Dario Azzimonti, João P. S. C. Augusto +1

We present a novel approach for reconciling hierarchical forecasts, based on Bayes rule. We define a prior distribution for the bottom time series of the hierarchy, based on the bo…