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Adaptive treatment strategies in practice. Planning trials and analyzing data for personalized medicine. (English) Zbl 1334.92005

ASA-SIAM Series on Statistics and Applied Probability 21. Philadelphia, PA: Society for Industrial and Applied Mathematics (SIAM); Alexandria, VA: American Statistical Association (ASA) (ISBN 978-1-61197-417-1/hbk; 978-1-61197-418-8/ebook). xvi, 348 p. (2016).

Show indexed articles as search result.

The articles of mathematical interest will be reviewed individually.
Indexed articles:
Dawson, Ree; Lavori, Philip W., Efficient design for clinically relevant intent-to-treat comparisons, 25-40 [Zbl 1397.92321]
Thall, Peter F., SMART design, conduct, and analysis in oncology, 41-54 [Zbl 1397.92372]
Ghosh, Palash; Cheung, Ying Kuen; Chakraborty, Babas, Sample size calculations for clustered SMART designs, 55-70 [Zbl 1397.92017]
Wallace, Michael P.; Moodie, Erica E. M., Analysis in the single-stage setting: an overview of estimation approaches for dynamic treatment regimes, 73-87 [Zbl 1369.92006]
Stephens, D. A., G-estimation for dynamic treatment regimes in the longitudinal setting, 89-117 [Zbl 1369.92005]
Zhao, Ying-Qi, Outcome weighted learning methods for optimal dynamical treatment regimes, 119-134 [Zbl 1397.92382]
Davidian, Marie; Tsiatis, Anastasios A.; Laber, Eric B., Value search estimators for optimal dynamic treatment regimes, 135-155 [Zbl 1429.62356]
Petersen, Maya; Schwab, Joshua; Geng, Elvin; Van der Laan, Mark, Evaluation of longitudinal dynamic regimes with and without marginal structural working models, 157-186 [Zbl 1417.92075]
Shortreed, Susan M.; Laber, Eric B.; Pineau, Joelle; Murphy, Susan A., Imputing missing data from sequential multiple assignment randomized trials, 187-203 [Zbl 1429.92008]
Chen, Guanhua; Zeng, Donglin, Clinical trials for personalized dose finding, 205-212 [Zbl 1417.92068]
Johnson, Geoffrey S.; Topp, Andrew; Wahed, Abdus S., Methods for analyzing DTRs with censored survival data, 213-237 [Zbl 1349.62463]
Yuan, Ming, Outcome weighted learning with a reject option, 239-248 [Zbl 1349.62562]
Linn, Kristin A.; Laber, Eric B.; Stefanski, Leonard A., Estimation of dynamic treatment regimes for complex outcomes: balancing benefits and risks, 249-262 [Zbl 1349.62551]
Vincent, Robert D.; Pineau, Joelle; Ybarra, Norma; El Naqa, Issam, Practical reinforcement learning in dynamic treatment regimes, 263-296 [Zbl 1386.68142]
Zhao, Yufan, Reinforcement learning applications in clinical trials, 297-316 [Zbl 1349.62565]

MSC:

92-06 Proceedings, conferences, collections, etc. pertaining to biology
92C50 Medical applications (general)
92B15 General biostatistics
62P10 Applications of statistics to biology and medical sciences; meta analysis
90B70 Theory of organizations, manpower planning in operations research
00B15 Collections of articles of miscellaneous specific interest
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