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Bayesian Cost-Effectiveness Analysis of Medical Treatments (Paperback) Loot Price: R1,425
Discovery Miles 14 250
Bayesian Cost-Effectiveness Analysis of Medical Treatments (Paperback): Elias Moreno, Francisco Jose Vazquez-Polo, Miguel Angel...

Bayesian Cost-Effectiveness Analysis of Medical Treatments (Paperback)

Elias Moreno, Francisco Jose Vazquez-Polo, Miguel Angel Negrin-Hernandez

Series: Chapman & Hall/CRC Biostatistics Series

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Loot Price R1,425 Discovery Miles 14 250 | Repayment Terms: R134 pm x 12*

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Cost-effectiveness analysis is becoming an increasingly important tool for decision making in the health systems. Cost-Effectiveness of Medical Treatments formulates 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. Features Focuses 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 in Mathematica 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 health sciences. Elias 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. Francisco Jose Vazquez-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. Miguel Angel Negrin 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.

General

Imprint: Crc Press
Country of origin: United Kingdom
Series: Chapman & Hall/CRC Biostatistics Series
Release date: December 2020
First published: 2019
Authors: Elias Moreno • Francisco Jose Vazquez-Polo • Miguel Angel Negrin-Hernandez
Dimensions: 234 x 156mm (L x W)
Format: Paperback
Pages: 284
ISBN-13: 978-0-367-73187-8
Categories: Books > Business & Economics > Economics > General
Books > Science & Mathematics > Mathematics > Probability & statistics
Books > Medicine > General issues > Public health & preventive medicine > Epidemiology & medical statistics
Books > Medicine > General issues > Health systems & services > General
Books > Medicine > Nursing & ancillary services > Specific disorders & therapies > General
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LSN: 0-367-73187-8
Barcode: 9780367731878

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