Uplift modeling with quasi-loss-functions

DOI10.1007/S10618-024-01042-XzbMATH Open1545.62169MaRDI QIDQ6609105

Bernd Skiera, Jinping Hu, Evert de Haan

Publication date: 20 September 2024

Published in: Data Mining and Knowledge Discovery (Search for Journal in Brave)

zbMATH Keywords

loss functioncausal inferenceheterogeneous treatment effectsuplift modeling

Mathematics Subject Classification ID

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Cites Work

• Linear regression for uplift modeling
• Response transformation and profit decomposition for revenue uplift modeling
• The central role of the propensity score in observational studies for causal effects
• Combining Panel Data Sets with Attrition and Refreshment Samples
• Quasi-oracle estimation of heterogeneous treatment effects
• Causal Inference for Statistics, Social, and Biomedical Sciences
• Title not available (Why is that?)

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