Bayesian Cost-Effectiveness Analysis of Medical Treatments

医疗费用效益的贝叶斯分析

医学微生物学

售   价:
493.00
发货周期:预计5-7周发货
出  版 社
出版时间
2020年12月18日
装      帧
平装
ISBN
9780367731878
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页      码
300
开      本
234 x 156 mm (6.14 x 9.21
语      种
英文
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图书简介
Cost-effectiveness analysis is becoming an increasingly important tool for decision making in the health systems.Cost-Effectiveness of Medical Treatmentsformulates 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.FeaturesFocuses on cost-effectiveness analysis as a statistical decision problem and applies the well-established optimal statistical decision methodology.Discusses utility functions for cost-effectiveness analysis.Enlarges 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.Provides 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. Illustrates examples with real data.In order to facilitate the practical implementation of real datasets, provides the codes inMathematica for the proposed methodology. The 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 healt
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