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

2020 ◽  
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pp. 4466-4479
Author(s):  
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Erica E. M. Moodie ◽  
Jagtar S. Nijjar ◽  
Robert W. Platt
Keyword(s):  
Variance Estimation ◽  
Sample Variance ◽  
Survival Outcomes ◽  
Finite Sample ◽  
Treatment Regimes ◽  
Dynamic Treatment Regimes ◽  
Dynamic Treatment ◽  
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Estimating Optimal Dynamic Treatment Regimes With Survival Outcomes

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Vol 115 (531) ◽  
pp. 1531-1539 ◽  
Author(s):  
Gabrielle Simoneau ◽  
Erica E. M. Moodie ◽  
Jagtar S. Nijjar ◽  
Robert W. Platt ◽  
the Scottish Early Rheumatoid Arthritis Inception Cohort Inv
Keyword(s):  
Survival Outcomes ◽  
Treatment Regimes ◽  
Dynamic Treatment Regimes ◽  
Dynamic Treatment ◽  
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scholarly journals Inference for non-regular parameters in optimal dynamic treatment regimes

2009 ◽  
Vol 19 (3) ◽  
pp. 317-343 ◽  
Author(s):  
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Susan Murphy ◽  
Victor Strecher
Keyword(s):  
Treatment Regimes ◽  
Dynamic Treatment Regimes ◽  
Dynamic Treatment ◽  
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scholarly journals High-dimensional $A$-learning for optimal dynamic treatment regimes

2018 ◽  
Vol 46 (3) ◽  
pp. 925-957 ◽  
Author(s):  
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Ailin Fan ◽  
Rui Song ◽  
Wenbin Lu
Keyword(s):  
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scholarly journals $\mathbf{Q}$- and $\mathbf{A}$-Learning Methods for Estimating Optimal Dynamic Treatment Regimes

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Author(s):  
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Eric B. Laber ◽  
Marie Davidian
Keyword(s):  
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Treatment Regimes ◽  
Dynamic Treatment Regimes ◽  
Dynamic Treatment ◽  
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