Bayesian Cost-Effectiveness Analysis with the R package BCEA (Use R!)

Gianluca Baio

商品描述

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.

商品描述(中文翻譯)

這本書提供了一個從貝葉斯統計方法的角度,描述健康經濟評估和成本效益分析的過程。書中使用實際例子和兩個連貫的案例研究,介紹了相關理論和入門概念。該書還詳細描述了如何使用R軟體包BCEA(貝葉斯成本效益分析)進行健康經濟評估。BCEA可用於後處理貝葉斯成本效益模型的結果,並進行高級分析,生成標準化且高度可定制的輸出。該書介紹了該軟體包的所有功能,包括其許多函數及其實際應用,以及其用戶友好的網頁介面。該書對於在健康經濟領域工作的統計學家和從業人員非常有價值,他們希望簡化和標準化工作流程,例如在準備支持上市授權的文件,或學術和科學出版物。