Hierarchies Everywhere -- Managing & Measuring Uncertainty in Hierarchical Time Series

Ross Hollyman, Fotios Petropoulos, Michael E. Tipping

We examine the problem of making reconciled forecasts of large collections of related time series through a behavioural/Bayesian lens. Our approach explicitly acknowledges and expl…