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Bayesian cost-effectiveness analysis with the R package BCEA

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...

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Detalles Bibliográficos
Autores principales: Baio, Gianluca, Berardi, Andrea, Heath, Anna
Lenguaje:eng
Publicado: Springer 2017
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-55718-2
http://cds.cern.ch/record/2267273
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author Baio, Gianluca
Berardi, Andrea
Heath, Anna
author_facet Baio, Gianluca
Berardi, Andrea
Heath, Anna
author_sort Baio, Gianluca
collection CERN
description 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.
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spelling cern-22672732021-04-21T19:12:17Zdoi:10.1007/978-3-319-55718-2http://cds.cern.ch/record/2267273engBaio, GianlucaBerardi, AndreaHeath, AnnaBayesian cost-effectiveness analysis with the R package BCEAMathematical Physics and MathematicsThe 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.Springeroai:cds.cern.ch:22672732017
spellingShingle Mathematical Physics and Mathematics
Baio, Gianluca
Berardi, Andrea
Heath, Anna
Bayesian cost-effectiveness analysis with the R package BCEA
title Bayesian cost-effectiveness analysis with the R package BCEA
title_full Bayesian cost-effectiveness analysis with the R package BCEA
title_fullStr Bayesian cost-effectiveness analysis with the R package BCEA
title_full_unstemmed Bayesian cost-effectiveness analysis with the R package BCEA
title_short Bayesian cost-effectiveness analysis with the R package BCEA
title_sort bayesian cost-effectiveness analysis with the r package bcea
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-3-319-55718-2
http://cds.cern.ch/record/2267273
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AT heathanna bayesiancosteffectivenessanalysiswiththerpackagebcea