2 code implementations • 14 Aug 2018 • Lindsay R. Berry, Paul Helman, Mike West
With a focus on multi-step ahead forecasting of daily sales of many supermarket items, we adapt dynamic count mixture models to forecast individual customer transactions, and introduce novel dynamic binary cascade models for predicting counts of items per transaction.
Methodology Applications 62F15 (primary), 62M10, 62M20, (secondary)