Bayesian Cost-Effectiveness Analysis with the R package BCEA (Use R!)
暫譯: 使用 R 套件 BCEA 的貝葉斯成本效益分析
Gianluca Baio
- 出版商: Springer
- 出版日期: 2017-06-07
- 售價: $3,560
- 貴賓價: 9.5 折 $3,382
- 語言: 英文
- 頁數: 184
- 裝訂: Paperback
- ISBN: 3319557165
- ISBN-13: 9783319557168
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相關分類:
R 語言、機率統計學 Probability-and-statistics
海外代購書籍(需單獨結帳)
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)
本書提供了健康經濟評估和成本效益分析的建模過程描述,特別是從貝葉斯統計方法的角度出發。書中使用實際範例和兩個持續案例研究來介紹一些相關理論和入門概念。本書還詳細說明了如何使用 R 套件 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,並執行高級分析,產生標準化且高度可自定義的輸出。它介紹了該套件的所有功能,包括其多個函數及其實際應用,以及其使用者友好的網頁介面。本書是健康經濟學領域的統計學家和實務工作者的重要資源,幫助他們簡化和標準化工作流程,例如在準備支持市場授權的檔案或學術和科學出版物時。