Lorenzo Zambon

Probabilistic reconciliation of mixed-type hierarchical time series

Hierarchical time series are collections of time series that are formed via aggregation, and thus adhere to some linear constraints. The forecasts for hierarchical time series should be coherent, i.e., they should satisfy the same constraints. In a probabilistic setting, forecasts are in the form of…