Statistical Methods for Dynamic Treatment Regimes
Reinforcement Learning, Causal Inference, and Personalized Medicine
Moodie, Erica E. M.
|Series title:||Statistics for Biology and Health Ser.|
|Publication Date:||Jul 2013|
| Book Format:||Hardback|
|List Price:||USD $69.99|
| Book Description: |
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. This volume demonstrates these methods with their conceptual underpinnings and illustration through analysis of real and simulated data. These methods are immediately applicable to the practice of personalized medicine, which is a medical paradigm that...