Accommodating misclassification effects on optimizing dynamic treatment regimes with Q-learning
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Publication:6630304
DOI10.1002/sim.9973zbMATH Open1548.62349MaRDI QIDQ6630304
Yasin Khadem Charvadeh, Grace Y. Yi
Publication date: 31 October 2024
Published in: Statistics in Medicine (Search for Journal in Brave)
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Cites Work
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- Statistical methods for dynamic treatment regimes. Reinforcement learning, causal inference, and personalized medicine
- Dynamic treatment regimes: technical challenges and applications
- Statistical analysis with measurement error or misclassification. Strategy, method and application
- Bias correction methods for misclassified covariates in the Cox model: comparison of five correction methods by simulation and data analysis
- A corrected likelihood method for the proportional hazards model with covariates subject to measurement error
- Doubly-robust dynamic treatment regimen estimation via weighted least squares
- Inference for Optimal Dynamic Treatment Regimes Using an Adaptive m ‐Out‐of‐ n Bootstrap Scheme
- Inference for the Proportional Hazards Model with Misclassified Discrete-Valued Covariates
- Covariate measurement errors and parameter estimation in a failure time regression model
- A NOTE ON THE CORRECTED SCORE FUNCTION ADJUSTING FOR MISCLASSIFICATION
- Optimal Dynamic Treatment Regimes
- Handbook of Measurement Error Models
- Inference for non-regular parameters in optimal dynamic treatment regimes
- Optimal Structural Nested Models for Optimal Sequential Decisions
- A General Method for Dealing with Misclassification in Regression: The Misclassification SIMEX
- Measurement Error in Nonlinear Models
- Measurement error and precision medicine: error-prone tailoring covariates in dynamic treatment regimes
- Parametric regression analysis with covariate misclassification in main study/validation study designs
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