Bayesian Cost Effectiveness Analysis Of Medical Treatments

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Bayesian Cost-Effectiveness Analysis of Medical Treatments

Author : Elias Moreno
Publisher : CRC Press
ISBN 13 : 1351744372
Total Pages : 284 pages
Book Rating : 4.3/5 (517 download)

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Book Synopsis Bayesian Cost-Effectiveness Analysis of Medical Treatments by : Elias Moreno

Download or read book Bayesian Cost-Effectiveness Analysis of Medical Treatments written by Elias Moreno and published by CRC Press. This book was released on 2019-01-30 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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. Elías 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 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. Miguel 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.

Bayesian Cost-Effectiveness Analysis with the R package BCEA

Author : Gianluca Baio
Publisher : Springer
ISBN 13 : 3319557181
Total Pages : 168 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Bayesian Cost-Effectiveness Analysis with the R package BCEA by : Gianluca Baio

Download or read book Bayesian Cost-Effectiveness Analysis with the R package BCEA written by Gianluca Baio and published by Springer. This book was released on 2017-05-25 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book provides a description of the process of health economic evaluation and modelling for cost-effectiveness analysis, particularly from the perspective of a Bayesian statistical approach. Some relevant theory and introductory concepts are presented using practical examples and two running case studies. The book also describes in detail how to perform health economic evaluations using the R package BCEA (Bayesian Cost-Effectiveness Analysis). BCEA can be used to post-process the results of a Bayesian cost-effectiveness model and perform advanced analyses producing standardised and highly customisable outputs. It presents all the features of the package, including its many functions and their practical application, as well as its user-friendly web interface. The book is a valuable resource for statisticians and practitioners working in the field of health economics wanting to simplify and standardise their workflow, for example in the preparation of dossiers in support of marketing authorisation, or academic and scientific publications.

Bayesian Methods in Health Economics

Author : Gianluca Baio
Publisher : CRC Press
ISBN 13 : 1439895554
Total Pages : 246 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Bayesian Methods in Health Economics by : Gianluca Baio

Download or read book Bayesian Methods in Health Economics written by Gianluca Baio and published by CRC Press. This book was released on 2012-11-12 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: Health economics is concerned with the study of the cost-effectiveness of health care interventions. This book provides an overview of Bayesian methods for the analysis of health economic data. After an introduction to the basic economic concepts and methods of evaluation, it presents Bayesian statistics using accessible mathematics. The next chapters describe the theory and practice of cost-effectiveness analysis from a statistical viewpoint, and Bayesian computation, notably MCMC. The final chapter presents three detailed case studies covering cost-effectiveness analyses using individual data from clinical trials, evidence synthesis and hierarchical models and Markov models. The text uses WinBUGS and JAGS with datasets and code available online.

Bayesian Approaches to Clinical Trials and Health-Care Evaluation

Author : David J. Spiegelhalter
Publisher : John Wiley & Sons
ISBN 13 : 9780471499756
Total Pages : 416 pages
Book Rating : 4.4/5 (997 download)

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Book Synopsis Bayesian Approaches to Clinical Trials and Health-Care Evaluation by : David J. Spiegelhalter

Download or read book Bayesian Approaches to Clinical Trials and Health-Care Evaluation written by David J. Spiegelhalter and published by John Wiley & Sons. This book was released on 2004-01-16 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: READ ALL ABOUT IT! David Spiegelhalter has recently joined the ranks of Isaac Newton, Charles Darwin and Stephen Hawking by becoming a fellow of the Royal Society. Originating from the Medical Research Council’s biostatistics unit, David has played a leading role in the Bristol heart surgery and Harold Shipman inquiries. Order a copy of this author’s comprehensive text TODAY! The Bayesian approach involves synthesising data and judgement in order to reach conclusions about unknown quantities and make predictions. Bayesian methods have become increasingly popular in recent years, notably in medical research, and although there are a number of books on Bayesian analysis, few cover clinical trials and biostatistical applications in any detail. Bayesian Approaches to Clinical Trials and Health-Care Evaluation provides a valuable overview of this rapidly evolving field, including basic Bayesian ideas, prior distributions, clinical trials, observational studies, evidence synthesis and cost-effectiveness analysis. Covers a broad array of essential topics, building from the basics to more advanced techniques. Illustrated throughout by detailed case studies and worked examples Includes exercises in all chapters Accessible to anyone with a basic knowledge of statistics Authors are at the forefront of research into Bayesian methods in medical research Accompanied by a Web site featuring data sets and worked examples using Excel and WinBUGS - the most widely used Bayesian modelling package Bayesian Approaches to Clinical Trials and Health-Care Evaluation is suitable for students and researchers in medical statistics, statisticians in the pharmaceutical industry, and anyone involved in conducting clinical trials and assessment of health-care technology.

Cost-Effectiveness Analysis in Health

Author : Peter Muennig
Publisher : John Wiley & Sons
ISBN 13 : 1119011264
Total Pages : 480 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis Cost-Effectiveness Analysis in Health by : Peter Muennig

Download or read book Cost-Effectiveness Analysis in Health written by Peter Muennig and published by John Wiley & Sons. This book was released on 2016-02-29 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field's bestselling reference, updated with the latest tools, data, techniques, and the latest recommendations from the Second Panel on Cost-Effectiveness in Health and Medicine Cost-Effectiveness Analysis in Health is a practical introduction to the tools, methods, and procedures used worldwide to perform cost-effective research. Covering every aspect of a complete cost-effectiveness analysis, this book shows you how to find which data you need, where to find it, how to analyze it, and how to prepare a high-quality report for publication. Designed for the classroom or the individual learner, the material is presented in simple and accessible language for those who lack a biostatistics or epidemiology background, and each chapter includes real-world examples and "tips and tricks" that highlight key information. Exercises throughout allow you to test your understanding with practical application, and the companion website features downloadable data sets for students, as well as lecture slides and a test bank for instructors. This new third edition contains new discussion on meta-analysis and advanced modeling techniques, a long worked example using visual modeling software TreeAge Pro, and updated recommendations from the U.S. Public Health Service's Panel on Cost-Effectiveness in Health and Medicine. This is the second printing of the 3rd Edition, which has been corrected and revised for 2018 to reflect the latest standards and methods. Cost-effectiveness analysis is used to evaluate medical interventions worldwide, in both developed and developing countries. This book provides process-specific instruction in a concise, structured format to give you a robust working knowledge of common methods and techniques. Develop a thoroughly fleshed-out research project Work accurately with costs, probabilities, and models Calculate life expectancy and quality-adjusted life years Prepare your study and your data for publication Comprehensive analysis skills are essential for students seeking careers in public health, medicine, biomedical research, health economics, health policy, and more. Cost-Effectiveness Analysis in Health walks you through the process from a real-world perspective to help you build a skillset that's immediately applicable in the field.

Bayesian Approaches to Clinical Trials and Health-Care Evaluation

Author : David J. Spiegelhalter
Publisher : John Wiley & Sons
ISBN 13 : 0470092599
Total Pages : 406 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Bayesian Approaches to Clinical Trials and Health-Care Evaluation by : David J. Spiegelhalter

Download or read book Bayesian Approaches to Clinical Trials and Health-Care Evaluation written by David J. Spiegelhalter and published by John Wiley & Sons. This book was released on 2004-05-05 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: READ ALL ABOUT IT! David Spiegelhalter has recently joined the ranks of Isaac Newton, Charles Darwin and Stephen Hawking by becoming a fellow of the Royal Society. Originating from the Medical Research Council’s biostatistics unit, David has played a leading role in the Bristol heart surgery and Harold Shipman inquiries. Order a copy of this author’s comprehensive text TODAY! The Bayesian approach involves synthesising data and judgement in order to reach conclusions about unknown quantities and make predictions. Bayesian methods have become increasingly popular in recent years, notably in medical research, and although there are a number of books on Bayesian analysis, few cover clinical trials and biostatistical applications in any detail. Bayesian Approaches to Clinical Trials and Health-Care Evaluation provides a valuable overview of this rapidly evolving field, including basic Bayesian ideas, prior distributions, clinical trials, observational studies, evidence synthesis and cost-effectiveness analysis. Covers a broad array of essential topics, building from the basics to more advanced techniques. Illustrated throughout by detailed case studies and worked examples Includes exercises in all chapters Accessible to anyone with a basic knowledge of statistics Authors are at the forefront of research into Bayesian methods in medical research Accompanied by a Web site featuring data sets and worked examples using Excel and WinBUGS - the most widely used Bayesian modelling package Bayesian Approaches to Clinical Trials and Health-Care Evaluation is suitable for students and researchers in medical statistics, statisticians in the pharmaceutical industry, and anyone involved in conducting clinical trials and assessment of health-care technology.

Using Cost-effectiveness Analysis to Improve Health Care

Author : Peter J. Neumann
Publisher : Oxford University Press, USA
ISBN 13 : 0195171861
Total Pages : 224 pages
Book Rating : 4.1/5 (951 download)

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Book Synopsis Using Cost-effectiveness Analysis to Improve Health Care by : Peter J. Neumann

Download or read book Using Cost-effectiveness Analysis to Improve Health Care written by Peter J. Neumann and published by Oxford University Press, USA. This book was released on 2005 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Much evidence suggests that the US does not achieve good value for its health care spending. This book provides a unique perspective on this problem by considering the economic, social, political, and ethical factors that contribute to it, and by seeking to show how experience can guide better policy making in the future.

Statistical Analysis of Cost-Effectiveness Data

Author : Andrew R. Willan
Publisher : John Wiley & Sons
ISBN 13 : 0470856270
Total Pages : 210 pages
Book Rating : 4.4/5 (78 download)

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Book Synopsis Statistical Analysis of Cost-Effectiveness Data by : Andrew R. Willan

Download or read book Statistical Analysis of Cost-Effectiveness Data written by Andrew R. Willan and published by John Wiley & Sons. This book was released on 2006-08-14 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: The statistical analysis of cost-effectiveness data is becoming increasingly important within health and medical research. Statistical Analysis of Cost-Effectiveness Data provides a practical book that synthesises the huge amount of research that has taken place in the area over the last two decades. Comprising an up-to-date overview of the statistical analysis of cost-effectiveness data, the book is supported by numerous worked examples from the author’s own experience. It has been written in a style suitable for medical statisticians and health care professionals alike. Key features include: an overview of statistical methods used in the analysis of cost-effectiveness data. coverage of Bayesian methodology. illustrated throughout by worked examples using real data. suitability for health care professionals with limited statistical knowledge. discussion of software used for data analysis. An essential reference for biostatisticians and health economists engaged in cost-effectiveness analysis of health-care interventions, both in academia and industry. Also of interest to graduate students of biostatistics, public health and economics.

The Implications of Cost-effectiveness Analysis of Medical Technology

Author : United States. Congress. Office of Technology Assessment
Publisher :
ISBN 13 :
Total Pages : 232 pages
Book Rating : 4.3/5 ( download)

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Book Synopsis The Implications of Cost-effectiveness Analysis of Medical Technology by : United States. Congress. Office of Technology Assessment

Download or read book The Implications of Cost-effectiveness Analysis of Medical Technology written by United States. Congress. Office of Technology Assessment and published by . This book was released on 1980 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Implications of Cost-effectiveness Analysis of Medical Technology : Background Paper #2

Author : United States. Congress. Office of Technology Assessment
Publisher :
ISBN 13 :
Total Pages : 40 pages
Book Rating : 4.3/5 ( download)

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Book Synopsis The Implications of Cost-effectiveness Analysis of Medical Technology : Background Paper #2 by : United States. Congress. Office of Technology Assessment

Download or read book The Implications of Cost-effectiveness Analysis of Medical Technology : Background Paper #2 written by United States. Congress. Office of Technology Assessment and published by . This book was released on 1981 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Valuing Health Care

Author : Frank A. Sloan
Publisher : Cambridge University Press
ISBN 13 : 9780521576468
Total Pages : 292 pages
Book Rating : 4.5/5 (764 download)

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Book Synopsis Valuing Health Care by : Frank A. Sloan

Download or read book Valuing Health Care written by Frank A. Sloan and published by Cambridge University Press. This book was released on 1996-08-28 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: As expenditure on health care has increasingly become an area of public debate and concern, public and private health care decision-makers have called for more rigorous use of cost-benefit and cost-effectiveness analysis to guide spending. Concerns have arisen, however, about the overall quality of such analyses. This book discusses and evaluates best-practice methods of conducting cost-benefit and cost-effectiveness studies of pharmaceuticals and other medical technologies. It encompasses a wide variety of topics, ranging from measuring cost and effectiveness to discounting to the use of dynamic modelling of cost-effectiveness. The book also includes conceptual and practical aspects of cost-effectiveness analysis by researchers who have conducted applied research in these areas. Rarely does the book provide a singular solution to a measurement problem; rather, the reader is directed to choices among alternative approaches and an analysis of the advantages and disadvantages of each.

Combinatorial Inference in Geometric Data Analysis

Author : Brigitte Le Roux
Publisher : CRC Press
ISBN 13 : 1498781624
Total Pages : 256 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Combinatorial Inference in Geometric Data Analysis by : Brigitte Le Roux

Download or read book Combinatorial Inference in Geometric Data Analysis written by Brigitte Le Roux and published by CRC Press. This book was released on 2019-03-20 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geometric Data Analysis designates the approach of Multivariate Statistics that conceptualizes the set of observations as a Euclidean cloud of points. Combinatorial Inference in Geometric Data Analysis gives an overview of multidimensional statistical inference methods applicable to clouds of points that make no assumption on the process of generating data or distributions, and that are not based on random modelling but on permutation procedures recasting in a combinatorial framework. It focuses particularly on the comparison of a group of observations to a reference population (combinatorial test) or to a reference value of a location parameter (geometric test), and on problems of homogeneity, that is the comparison of several groups for two basic designs. These methods involve the use of combinatorial procedures to build a reference set in which we place the data. The chosen test statistics lead to original extensions, such as the geometric interpretation of the observed level, and the construction of a compatibility region. Features: Defines precisely the object under study in the context of multidimensional procedures, that is clouds of points Presents combinatorial tests and related computations with R and Coheris SPAD software Includes four original case studies to illustrate application of the tests Includes necessary mathematical background to ensure it is self–contained This book is suitable for researchers and students of multivariate statistics, as well as applied researchers of various scientific disciplines. It could be used for a specialized course taught at either master or PhD level.

Cost-Effectiveness in Health and Medicine

Author : Peter J. Neumann
Publisher : Oxford University Press
ISBN 13 : 0190492937
Total Pages : 537 pages
Book Rating : 4.1/5 (94 download)

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Book Synopsis Cost-Effectiveness in Health and Medicine by : Peter J. Neumann

Download or read book Cost-Effectiveness in Health and Medicine written by Peter J. Neumann and published by Oxford University Press. This book was released on 2016-10-17 with total page 537 pages. Available in PDF, EPUB and Kindle. Book excerpt: Preceded by: Cost-effectiveness in health and medicine / edited by Marthe R. Gold ... [et al.]. New York: Oxford University Press, 1996.

Cost Effectiveness Modelling for Health Technology Assessment

Author : Richard Edlin
Publisher : Springer
ISBN 13 : 3319157442
Total Pages : 208 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Cost Effectiveness Modelling for Health Technology Assessment by : Richard Edlin

Download or read book Cost Effectiveness Modelling for Health Technology Assessment written by Richard Edlin and published by Springer. This book was released on 2015-08-11 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an introduction to decision analytic cost-effectiveness modelling, giving the theoretical and practical knowledge required to design and implement analyses that meet the methodological standards of health technology assessment organisations. The book guides you through building a decision tree and Markov model and, importantly, shows how the results of cost-effectiveness analyses are interpreted. Given the complex nature of cost-effectiveness modelling and the often unfamiliar language that runs alongside it, we wanted to make this book as accessible as possible whilst still providing a comprehensive, in-depth, practical guide that reflects the state of the art – that includes the most recent developments in cost-effectiveness modelling. Although the nature of cost effectiveness modelling means that some parts are inevitably quite technical, across the 13 chapters we have broken down explanations of theory and methods into bite-sized pieces that you can work through at your own pace; we have provided explanations of terms and methods as we use them. Importantly, the exercises and online workbooks allow you to test your skills and understanding as you go along.

The Implications of Cost-effectiveness Analysis of Medical Technology

Author :
Publisher : DIANE Publishing
ISBN 13 : 142892468X
Total Pages : 505 pages
Book Rating : 4.4/5 (289 download)

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Book Synopsis The Implications of Cost-effectiveness Analysis of Medical Technology by :

Download or read book The Implications of Cost-effectiveness Analysis of Medical Technology written by and published by DIANE Publishing. This book was released on 1980 with total page 505 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Cost-Effectiveness in Health and Medicine

Author : Peter J. Neumann
Publisher : Oxford University Press
ISBN 13 : 0190492945
Total Pages : 496 pages
Book Rating : 4.1/5 (94 download)

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Book Synopsis Cost-Effectiveness in Health and Medicine by : Peter J. Neumann

Download or read book Cost-Effectiveness in Health and Medicine written by Peter J. Neumann and published by Oxford University Press. This book was released on 2016-10-03 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: A COMPLETE UPDATE AND REVISION OF THE CLASSIC TEXT "At last, a manual of operations for comparing the cost-effectiveness of a preventive service with a treatment intervention." --American Journal of Preventive Medicine Twenty years after the first edition of COST-EFFECTIVENESS IN HEALTH AND MEDICINE established the practical benchmark for cost-effectiveness analysis, this completely revised edition of the classic text provides an essential resource to a new generation of practitioners, students, researchers, and policymakers. Produced by the Second Panel on Cost-Effectiveness in Health and Medicine--a team of 13 experts from fields including decision science, economics, ethics, psychology, and medicine--this new edition is a comprehensive guide to the use of cost-effectiveness analysis as an evaluative tool at the institutional and policy levels. As health care systems face increasing pressure to derive maximum value from expenditures, the guidelines in this new text represent not just the best information available, but a vital guide to health care decision-making in a challenging new era. Completely revised and enriched with examples and expanded coverage, this second edition of COST-EFFECTIVENESS IN HEALTH AND MEDICINE builds on its predecessor's excellence, offering required reading for both analysts and decision makers.

Cost-Effectiveness Analysis in Health

Author : Peter Muennig
Publisher : John Wiley & Sons
ISBN 13 : 0470175060
Total Pages : 286 pages
Book Rating : 4.4/5 (71 download)

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Book Synopsis Cost-Effectiveness Analysis in Health by : Peter Muennig

Download or read book Cost-Effectiveness Analysis in Health written by Peter Muennig and published by John Wiley & Sons. This book was released on 2007-10-05 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: This second edition of Cost Effectiveness Analysis in Health reviews issues and methods of assessing health care technologies and related programs. It emphasizes methods to perform economic evaluations, such as cost-effectiveness and cost-benefit analysis; methods to assess efficacy, effectiveness, and safety of health care technologies; effectiveness research; and applications to clinical and public policy. The book provides in-depth discussion of the uses and conducting of cost-effectiveness analyses (CEAs) as decision-making aids in public health, health services, and medicine. It explores cost-effectiveness in the context of societal decision making for resource allocation purposes. Chapter topics include: Defining and explaining cost-effectiveness, principles of cost-effectiveness analysis, how to develop a research project, working with costs, probabilities and models, calculating life expectancy, working with health-related quality of life measures, calculating quality-adjusted life years, conducting a sensitivity analysis, preparing your study for publication, working with data, and finding the data you need. “For instructors, data sets and other ancillary materials are freely available at http://www.pceo.org/.”