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Bayesian cost-effectiveness analysis with the R package BCEA / / by Gianluca Baio, Andrea Berardi, Anna Heath



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Autore: Baio Gianluca Visualizza persona
Titolo: Bayesian cost-effectiveness analysis with the R package BCEA / / by Gianluca Baio, Andrea Berardi, Anna Heath Visualizza cluster
Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017
Edizione: 1st ed. 2017.
Descrizione fisica: 1 online resource (XVI, 168 p. 55 illus., 26 illus. in color.)
Disciplina: 519.542
Soggetto topico: Statistics 
Health economics
Health informatics
Practice of medicine
R (Computer program language)
Statistics for Life Sciences, Medicine, Health Sciences
Health Economics
Statistics and Computing/Statistics Programs
Health Informatics
Statistics for Business, Management, Economics, Finance, Insurance
Practice and Hospital Management
Persona (resp. second.): BerardiAndrea
HeathAnna
Nota di bibliografia: Includes bibliographical references at the end of each chapters and index.
Nota di contenuto: Bayesian analysis in health economics -- Case studies -- BCEA — a R package for Bayesian cost-effectiveness analysis -- Probabilistic sensitivity analysis using BCEA -- BCEAweb: a user-friendly web-app to use BCEA.
Sommario/riassunto: 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.
Titolo autorizzato: Bayesian Cost-Effectiveness Analysis with the R package BCEA  Visualizza cluster
ISBN: 3-319-55718-1
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910254283503321
Lo trovi qui: Univ. Federico II
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Serie: Use R!, . 2197-5736