408 citations · 515 across the 20 of their papers we have counts for
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stat.AP2018★ 2 cited
Bayesian hierarchical modelling of sparse count processes in retail analytics
James Pitkin, Ioanna Manolopoulou, Gordon Ross
The field of retail analytics has been transformed by the availability of rich data which can be used to perform tasks such as demand forecasting and inventory management. However,…
stat.AP2018★ 5 cited
Dirichlet Process Mixtures of Order Statistics with Applications to Retail Analytics
James Pitkin, Gordon Ross, Ioanna Manolopoulou
The rise of "big data" has led to the frequent need to process and store datasets containing large numbers of high dimensional observations. Due to storage restrictions, these obse…