Sambarta Dasgupta

Simultaneously Reconciled Quantile Forecasting of Hierarchically Related Time Series

Many real-life applications involve simultaneously forecasting multiple time series that are hierarchically related via aggregation or disaggregation operations. For instance, commercial organizations often want to forecast inventories simultaneously at store, city, and state levels for resource pla…