Constructing hierarchical time series through clustering: Is there an optimal way for forecasting?

Bohan Zhang, Anastasios Panagiotelis, Han Li

Forecast reconciliation has attracted significant research interest in recent years, with most studies taking the hierarchy of time series as given. We extend existing work that us…