Qian, Min; Chakraborty, Bibhas; Maiti, Raju; Cheung, Ying Kuen A sequential significance test for treatment by covariate interactions. (English) Zbl 1475.62225 Stat. Sin. 31, No. 3, 1353-1374 (2021). MSC: 62L12 62G09 62P10 PDFBibTeX XMLCite \textit{M. Qian} et al., Stat. Sin. 31, No. 3, 1353--1374 (2021; Zbl 1475.62225) Full Text: DOI arXiv
Zhang, Baqun; Tsiatis, Anastasios A.; Laber, Eric B.; Davidian, Marie Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions. (English) Zbl 1284.62508 Biometrika 100, No. 3, 681-694 (2013). MSC: 62L10 62C99 62P10 68T05 62G35 65C60 PDFBibTeX XMLCite \textit{B. Zhang} et al., Biometrika 100, No. 3, 681--694 (2013; Zbl 1284.62508) Full Text: DOI Link
Chakraborty, Bibhas; Moodie, Erica E. M. Statistical methods for dynamic treatment regimes. Reinforcement learning, causal inference, and personalized medicine. (English) Zbl 1278.62169 Statistics for Biology and Health. Berlin: Springer (ISBN 978-1-4614-7427-2/hbk; 978-1-4614-7428-9/ebook). xvi, 204 p. (2013). MSC: 62P10 62Fxx 62G05 62L10 PDFBibTeX XMLCite \textit{B. Chakraborty} and \textit{E. E. M. Moodie}, Statistical methods for dynamic treatment regimes. Reinforcement learning, causal inference, and personalized medicine. Berlin: Springer (2013; Zbl 1278.62169) Full Text: DOI
Moodie, Erica E. M.; Chakraborty, Bibhas; Kramer, Michael S. Q-learning for estimating optimal dynamic treatment rules from observational data. (English. French summary) Zbl 1349.62371 Can. J. Stat. 40, No. 4, 629-645 (2012). MSC: 62L12 62P10 PDFBibTeX XMLCite \textit{E. E. M. Moodie} et al., Can. J. Stat. 40, No. 4, 629--645 (2012; Zbl 1349.62371) Full Text: DOI Link