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Design of Observational Studies (Repost)

Posted By: AvaxGenius
Design of Observational Studies (Repost)

Design of Observational Studies by Paul R. Rosenbaum
English | PDF | 2010 | 232 Pages | ISBN : 1461424860 | 2.3 MB

An observational study is an empiric investigation of effects caused by treatments when randomized experimentation is unethical or infeasible. Observational studies are common in most fields that study the effects of treatments on people, including medicine, economics, epidemiology, education, psychology, political science and sociology. The quality and strength of evidence provided by an observational study is determined largely by its design. Design of Observational Studies is both an introduction to statistical inference in observational studies and a detailed discussion of the principles that guide the design of observational studies.

Statistical Methods for Dynamic Treatment Regimes: Reinforcement Learning, Causal Inference, and Personalized Medicine

Posted By: AvaxGenius
Statistical Methods for Dynamic Treatment Regimes: Reinforcement Learning, Causal Inference, and Personalized Medicine

Statistical Methods for Dynamic Treatment Regimes: Reinforcement Learning, Causal Inference, and Personalized Medicine by Bibhas Chakraborty
English | PDF,EPUB | 2013 | 220 Pages | ISBN : 1461474272 | 4.7 MB

Statistical Methods for Dynamic Treatment Regimes shares state of the art of statistical methods developed to address questions of estimation and inference for dynamic treatment regimes, a branch of personalized medicine.