Search Results for author: Paul Helman

Found 1 papers, 1 papers with code

Probabilistic forecasting of heterogeneous consumer transaction-sales time series

2 code implementations14 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)

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