Efficient probabilistic reconciliation of forecasts for real-valued and count time series

Lorenzo Zambon, Dario Azzimonti, Giorgio Corani

Hierarchical time series are common in several applied fields. The forecasts for these time series are required to be coherent, that is, to satisfy the constraints given by the hie…