Double robust estimation of optimal partially adaptive treatment strategies: an application to breast cancer treatment using hormonal therapy
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Publication:6629921
DOI10.1002/sim.9608zbMATH Open1548.62455MaRDI QIDQ6629921
Caroline Diorio, Denis Talbot, Erica E. M. Moodie
Publication date: 30 October 2024
Published in: Statistics in Medicine (Search for Journal in Brave)
causal inferencedouble robustnesspersonalized medicineinverse probability weightingprecision medicinedynamic treatment regimens
Cites Work
- Unnamed Item
- Propensity score weighting for causal inference with multiple treatments
- Demystifying double robustness: a comparison of alternative strategies for estimating a population mean from incomplete data
- Comment: Performance of double-robust estimators when ``inverse probability weights are highly variable
- Doubly robust estimation of optimal treatment regimes for survival data -- with application to an HIV/AIDS study
- Unified methods for censored longitudinal data and causality
- Doubly-robust dynamic treatment regimen estimation via weighted least squares
- Model assessment in dynamic treatment regimen estimation via double robustness
- Inference for Optimal Dynamic Treatment Regimes Using an Adaptive m ‐Out‐of‐ n Bootstrap Scheme
- Optimal Dynamic Treatment Regimes
- Balancing Covariates via Propensity Score Weighting
- Estimating Optimal Dynamic Treatment Regimes With Survival Outcomes
- Optimal Structural Nested Models for Optimal Sequential Decisions
- Super Learner
- Demystifying Optimal Dynamic Treatment Regimes
- Doubly Robust Estimation of Optimal Dosing Strategies
- Robust Q-Learning
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