Bayesian cost-effectiveness analysis of medical treatments / (Record no. 129926)
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| fixed length control field | 08761cam a22005651i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 9781315188850 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | FlBoTFG |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220509193113.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION | |
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| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
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| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 181214s2019 flua o 000 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | OCoLC-P |
| Language of cataloging | eng |
| Description conventions | rda |
| -- | pn |
| Transcribing agency | OCoLC-P |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781351744362 |
| -- | (ePub ebook) : |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1351744364 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781351744379 |
| -- | (PDF ebook) : |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1351744372 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781351744355 |
| -- | (Mobipocket ebook) : |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1351744356 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781315188850 |
| -- | (ebook) : |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1315188856 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Cancelled/invalid ISBN | 9781138731738 (hbk.) |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1201/9781315188850 |
| Source of number or code | doi |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)1085144541 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC-P)1085144541 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA279.5 |
| Item number | .M67 2019eb |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | MAT |
| Subject category code subdivision | 029000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | MED |
| Subject category code subdivision | 090000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | PBT |
| Source | bicssc |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 615.1015195 |
| Edition number | 23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Moreno, Elías, |
| Relator term | author. |
| 245 10 - TITLE STATEMENT | |
| Title | Bayesian cost-effectiveness analysis of medical treatments / |
| Statement of responsibility, etc | Elias Moreno, Francisco Jose Vazquez-Polo, Miguel Angel Negrin-Hernandez. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st. |
| 264 #1 - | |
| -- | Boca Raton : |
| -- | Chapman & Hall/CRC, |
| -- | 2019. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource : |
| Other physical details | illustrations (black and white). |
| 336 ## - | |
| -- | text |
| -- | rdacontent |
| 336 ## - | |
| -- | still image |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | rdacarrier |
| 490 1# - SERIES STATEMENT | |
| Series statement | Chapman & Hall/CRC biostatistics series |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note |
Introduction Conventional types of economic evaluation The variables of cost-effectiveness analysis Sources of uncertainty in cost-effectiveness analysis Conventional tools for cost-effectiveness analysis The incremental cost-effectiveness ratio The incremental net benefit Cost-effectiveness acceptability curve Conventional subgroup analysis An outline of Bayesian cost-effectiveness analysis Introduction Parametric sampling models The likelihood function Likelihood sets The maximum likelihood estimator Proving consistency and asymptotic normality Reparametrization to a subparameter Parametric Bayesian models Subjective priors Conjugate priors Objective priors The predictive distribution Bayesian model selection Intrinsic priors for model selection The normal linear model Maximum likelihood estimators Bayesian estimators An outline of variable selection Introduction Elements of a decision problem Ordering rewards Lotteries The Utility function Axioms for the existence of the utility function Criticisms to the utility function Lotteries that depend on a parameter The minimax strategy The Bayesian strategy Comparison Optimal decisions in the presence of sampling information The frequentist procedure The Bayesian procedure Introduction The net benefit of a treatment Utility functions of the net benefit The utility function U Optimal treatments Interpretation of the expected utility The utility function U Optimal treatments Interpretation of the expected utility Penalizing a new treatment Parametric classes of probabilistic rewards Frequentist predictive distribution of the net bene Bayesian predictive distribution of the net benefit Statistical models for cost and effectiveness The normal-normal model The lognormal-normal model The lognormal-Bernoulli model The bivariate normal model The dependent lognormal-Bernoulli model A case study The cost-effectiveness acceptability curve for the utility function U The case of completely unknown rewards The case of parametric rewards The cost-effectiveness acceptability curve for the utility function U Comments on cost-effectiveness acceptability curve Introduction Clustering Prior distributions Posterior distribution of the cluster models Examples Bayesian meta-analysis The Bayesian meta-model The likelihood of the meta-parameter and the linking distribution Properties of the linking distribution Examples Contents The predictive distribution of (c; e) conditional on a partition The unconditional predictive distribution of (c; e) The predictive distribution of the net benefit z The case of independent c and e Optimal treatments Examples Introduction The data and the Bayesian model The independent normal-normal model The normal-normal model The lognormal-normal model The probit sampling model Bayesian variable selection Notation Posterior model probability The hierarchical uniform prior for models Zellner's gpriors for model parameters Intrinsic priors for model parameters Bayes factors for normal linear models Bayes factors for probit models Bayesian predictive distribution of the net benefit The normal-normal case The case where c and e are independent The lognormal-normal case Optimal treatments for subgroups Examples Improving subgroup definition |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | 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. Elaias 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 Josae Vaazquez-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 aAngel Negrain 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. |
| 588 ## - | |
| -- | OCLC-licensed vendor bibliographic record. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Bayesian statistical decision theory. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Therapeutics. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | MATHEMATICS / Probability & Statistics / General |
| Source of heading or term | bisacsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | MEDICAL / Biostatistics |
| Source of heading or term | bisacsh |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Vázquez Polo, Francisco José, |
| Relator term | author. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Negrín-Hernández, Miguel Angel, |
| Relator term | author. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Taylor & Francis |
| Uniform Resource Identifier | https://www.taylorfrancis.com/books/9781315188850 |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | OCLC metadata license agreement |
| Uniform Resource Identifier | http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf |
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