Optimal personalized treatment selection with multivariate outcome measures in a multiple treatment case

DOI10.1080/03610918.2021.1999473OpenAlexW3211624761MaRDI QIDQ6124999

K. B. Kulasekera, Chathura Siriwardhana

Publication date: 11 April 2024

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2021.1999473

zbMATH Keywords

design variablesrank aggregationsingle index modelspersonalized treatments

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

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• Structure adaptive approach for dimension reduction.
• Optimal smoothing in single-index models
• Incorporating Patient Preferences into Estimation of Optimal Individualized Treatment Rules
• Adaptive Treatment Strategies in Practice
• Penalized Spline Estimation for Partially Linear Single-Index Models
• Estimating Individualized Treatment Rules Using Outcome Weighted Learning
• Optimal Dynamic Treatment Regimes
• Set‐valued dynamic treatment regimes for competing outcomes

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