Finite sample variance estimation for optimal dynamic treatment regimes of survival outcomes

2020 ◽  
Vol 39 (29) ◽  
pp. 4466-4479
Author(s):  
Gabrielle Simoneau ◽  
Erica E. M. Moodie ◽  
Jagtar S. Nijjar ◽  
Robert W. Platt
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Estimating Optimal Dynamic Treatment Regimes With Survival Outcomes

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Erica E. M. Moodie ◽  
Jagtar S. Nijjar ◽  
Robert W. Platt ◽  
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scholarly journals A smoothed Q ‐learning algorithm for estimating optimal dynamic treatment regimes

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Ming He ◽  
Liangjun Su ◽  
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scholarly journals Inference for non-regular parameters in optimal dynamic treatment regimes

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scholarly journals High-dimensional $A$-learning for optimal dynamic treatment regimes

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Author(s):  
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Ailin Fan ◽  
Rui Song ◽  
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Dynamic Treatment Regimes ◽  
Dynamic Treatment ◽  
Optimal Dynamic

scholarly journals $\mathbf{Q}$- and $\mathbf{A}$-Learning Methods for Estimating Optimal Dynamic Treatment Regimes

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scholarly journals New Statistical Learning Methods for Estimating Optimal Dynamic Treatment Regimes

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Eric B. Laber ◽  
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Treatment Regimes ◽  
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