scholarly journals A smoothed Q ‐learning algorithm for estimating optimal dynamic treatment regimes

2018 ◽  
Vol 46 (2) ◽  
pp. 446-469
Author(s):  
Yanqin Fan ◽  
Ming He ◽  
Liangjun Su ◽  
Xiao‐Hua Zhou
Keyword(s):  
Learning Algorithm ◽  
Q Learning ◽  
Treatment Regimes ◽  
Dynamic Treatment Regimes ◽  
Dynamic Treatment ◽  
Optimal Dynamic

scholarly journals Inference for non-regular parameters in optimal dynamic treatment regimes

2009 ◽  
Vol 19 (3) ◽  
pp. 317-343 ◽  
Author(s):  
Bibhas Chakraborty ◽  
Susan Murphy ◽  
Victor Strecher
Keyword(s):  
Treatment Regimes ◽  
Dynamic Treatment Regimes ◽  
Dynamic Treatment ◽  
Optimal Dynamic

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

2018 ◽  
Vol 46 (3) ◽  
pp. 925-957 ◽  
Author(s):  
Chengchun Shi ◽  
Ailin Fan ◽  
Rui Song ◽  
Wenbin Lu
Keyword(s):  
High Dimensional ◽  
Treatment Regimes ◽  
Dynamic Treatment Regimes ◽  
Dynamic Treatment ◽  
Optimal Dynamic

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

2014 ◽  
Vol 29 (4) ◽  
pp. 640-661 ◽  
Author(s):  
Phillip J. Schulte ◽  
Anastasios A. Tsiatis ◽  
Eric B. Laber ◽  
Marie Davidian
Keyword(s):  
Learning Methods ◽  
Treatment Regimes ◽  
Dynamic Treatment Regimes ◽  
Dynamic Treatment ◽  
Optimal Dynamic

scholarly journals Synthesizing independent stagewise trials for optimal dynamic treatment regimes

2020 ◽  
Vol 39 (28) ◽  
pp. 4107-4119
Author(s):  
Yuan Chen ◽  
Yuanjia Wang ◽  
Donglin Zeng
Keyword(s):  
Treatment Regimes ◽  
Dynamic Treatment Regimes ◽  
Dynamic Treatment ◽  
Optimal Dynamic

Regret-Regression for Optimal Dynamic Treatment Regimes

Biometrics ◽  
2009 ◽  
Vol 66 (4) ◽  
pp. 1192-1201 ◽  
Author(s):  
Robin Henderson ◽  
Phil Ansell ◽  
Deyadeen Alshibani
Keyword(s):  
Treatment Regimes ◽  
Dynamic Treatment Regimes ◽  
Dynamic Treatment ◽  
Optimal Dynamic
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