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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...
Autores principales: | , , |
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Lenguaje: | eng |
Publicado: |
Springer
2017
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Materias: | |
Acceso en línea: | https://dx.doi.org/10.1007/978-3-319-55718-2 http://cds.cern.ch/record/2267273 |
_version_ | 1780954580308197376 |
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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. |
id | cern-2267273 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2017 |
publisher | Springer |
record_format | invenio |
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 |
work_keys_str_mv | AT baiogianluca bayesiancosteffectivenessanalysiswiththerpackagebcea AT berardiandrea bayesiancosteffectivenessanalysiswiththerpackagebcea AT heathanna bayesiancosteffectivenessanalysiswiththerpackagebcea |