{"product_id":"statistical-methods-for-dynamic-treatment-bibhas-chakraborty-9781489990303","title":"Statistical Methods for Dynamic Treatment Regimes: Reinforcement Learning, Causal Inference, and Personalized Medicine","description":"Introduction.- The Data: Observational Studies and Sequentially Randomized Trials.- Statistical Reinforcement Learning.- Estimation of Optimal DTRs by Modeling Contrasts of Conditional Mean Outcomes.- Estimation of Optimal DTRs by Directly Modeling Regimes.- G-computation: Parametric Estimation of Optimal DTRs.- Estimation DTRs for Alternative Outcome Types.- Inference and Non-regularity.- Additional Considerations and Final Thoughts.- Glossary.- Index.- References.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Bibhas Chakraborty, Erica E. M. Moodie\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1489990305\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781489990303\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/08\/2015\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 204\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.70lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.47d","brand":"Bibhas Chakraborty","offers":[{"title":"Paperback","offer_id":43936167624959,"sku":"9781489990303","price":89.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/products\/img_0409ec66-cc8c-4af1-9f9b-1a5794853235.jpg?v=1681423977","url":"https:\/\/www.whiterainbookhouse.com\/products\/statistical-methods-for-dynamic-treatment-bibhas-chakraborty-9781489990303","provider":"WR Book House","version":"1.0","type":"link"}