120 citations · 279 across the 18 of their papers we have counts for
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stat.ME2022
Hierarchies Everywhere -- Managing & Measuring Uncertainty in Hierarchical Time Series
Ross Hollyman, Fotios Petropoulos, Michael E. Tipping
We examine the problem of making reconciled forecasts of large collections of related time series through a behavioural/Bayesian lens. Our approach explicitly acknowledges and expl…
stat.AP2022★ 1 cited
Feature-based intermittent demand forecast combinations: bias, accuracy and inventory implications
Li Li, Yanfei Kang, Fotios Petropoulos +1
Intermittent demand forecasting is a ubiquitous and challenging problem in production systems and supply chain management. In recent years, there has been a growing focus on develo…