Scalable Probabilistic Forecasting in Retail with Gradient Boosted Trees: A Practitioner's Approach

Xueying Long, Quang Bui, Grady Oktavian,Daniel F. Schmidt,Christoph Bergmeir,Rakshitha Godahewa, Seong Per Lee, Kaifeng Zhao, Paul Condylis

INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS（2025）

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Key words

Probabilistic forecasting,Gradient boosted trees,Global models,Disaggregation

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