{"product_id":"bayesian-cost-effectiveness-analysis-of-medical-treatments-paperback-softback","title":"Bayesian Cost-Effectiveness Analysis of Medical Treatments - Paperback \/ softback","description":"\u003cp\u003eCost-effectiveness analysis is becoming an increasingly important tool for decision making in the health systems. \u003ci\u003eCost-Effectiveness of Medical Treatments \u003c\/i\u003eformulates the cost-effectiveness analysis as a statistical decision problem, identifies the sources of uncertainty of the problem, and gives an overview of the frequentist and Bayesian statistical approaches for decision making. Basic notions on decision theory such as space of decisions, space of nature, utility function of a decision and optimal decisions, are explained in detail using easy to read mathematics.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eFeatures\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cul\u003e \u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e \u003cli\u003eFocuses on cost-effectiveness analysis as a statistical decision problem and applies the well-established optimal statistical decision methodology.\u003c\/li\u003e \u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e \u003cli\u003eDiscusses utility functions for cost-effectiveness analysis.\u003c\/li\u003e \u003cbr\u003e\u003cbr\u003e \u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e \u003cli\u003eEnlarges the class of models typically used in cost-effectiveness analysis with the incorporation of linear models to account for covariates of the patients. This permits the formulation of the group (or subgroup) theory.\u003c\/li\u003e \u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e \u003cli\u003eProvides Bayesian procedures to account for model uncertainty in variable selection for linear models and in clustering for models for heterogeneous data. Model uncertainty in cost-effectiveness analysis has not been considered in the literature. \u003c\/li\u003e \u003cbr\u003e\u003cbr\u003e \u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e \u003cli\u003eIllustrates examples with real data.\u003c\/li\u003e \u003cbr\u003e\u003cbr\u003e \u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e \u003cli\u003eIn order to facilitate the practical implementation of real datasets, provides the codes in \u003ci\u003eMathematica\u003c\/i\u003e for the proposed methodology. \u003c\/li\u003e \u003cbr\u003e\u003cbr\u003e \u003c\/ul\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe motivation for the book is to make the achievements in cost-effectiveness analysis accessible to health providers, who need to make optimal decisions, to the practitioners and to the students of health sciences. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eElías Moreno is Professor of Statistics and Operational Research at the University of Granada, Spain, Corresponding Member of the Royal Academy of Sciences of Spain, and elect member of ISI. \u003c\/p\u003e\u003cp\u003eFrancisco José Vázquez-Polo is Professor of Mathematics and Bayesian Methods at the University of Las Palmas de Gran Canaria, and Head of the Department of Quantitative Methods. \u003c\/p\u003e\u003cp\u003eMiguel Ángel Negrín is Senior Lecturer in the Department of Quantitative Methods at the ULPGC. His main research topics are Bayesian methods applied to Health Economics, economic evaluation and cost-effectiveness analysis, meta-analysis and equity in the provision of healthcare services. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Default Title","offer_id":45563867332846,"sku":"9780367731878","price":77.59,"currency_code":"AUD","in_stock":true}],"url":"https:\/\/bookland.com.au\/products\/bayesian-cost-effectiveness-analysis-of-medical-treatments-paperback-softback","provider":"Book Land AU","version":"1.0","type":"link"}