61 citations · 113 across the 2 of their papers we have counts for
2 papers
stat.ME2018★ 52 cited
Probabilistic forecasting of heterogeneous consumer transaction-sales time series
Lindsay R. Berry, Paul Helman, Mike West
We present new Bayesian methodology for consumer sales forecasting. With a focus on multi-step ahead forecasting of daily sales of many supermarket items, we adapt dynamic count mi…
stat.ME2018★ 61 cited
Bayesian forecasting of many count-valued time series
Lindsay Berry, Mike West
This paper develops forecasting methodology and application of new classes of dynamic models for time series of non-negative counts. Novel univariate models synthesise dynamic gene…