R Software is an open, free of use and charge statistical software which has a powerful graphic capability; however, it requires more complex codes and commands to perform network meta-analysis, which causes errors and difficulties in operation. WinBUGS software is based on Bayesian theory, which has a powerful data processing capability, and especially its codes are simple and easy to operate for dealing with network meta-analysis. However, its function of illustrating statistical results is very poor. In order to fully integrate the advantages of R software and WinBUGS software, an R2WinBUGS package based on R software has been developed which builds a “bridge” across two of them, making network meta-analysis process conveniently, quickly and result illustration more beautiful. In this article, we introduced how to use the R2WinBUGS package for performing network meta-analysis using examples.
Citation:
ZENG Xiantao,ZHANG Chao,GUO Yi. Application of R2WinBUGS Package of R Software for Network Meta-Analysis. Chinese Journal of Evidence-Based Medicine, 2013, 13(9): 1137-1144. doi: 10.7507/1672-2531.20130194
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Copyright © the editorial department of Chinese Journal of Evidence-Based Medicine of West China Medical Publisher. All rights reserved
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- 1. 曾宪涛, 曹世义, 孙凤, 等. Meta分析系列之六: 间接比较及网状Meta分析. 中国循证心血管医学杂志, 2012, 4(5): 399-402.
- 2. 董圣杰, 冷卫东, 田家祥, 等. Meta分析系列之五: 贝叶斯Meta分析与WinBUGS软件. 中国循证心血管医学杂志, 2012, 4(5): 395-398.
- 3. Sibylle Sturtz, Uwe Ligges, Andrew Gelman. R2WinBUGS: A Package for Running WinBUGS from R. J Stat Softw, 2005, 3(12): 1-16.
- 4. Dias S, Welton NJ, Sutton AJ, et al. Appendix A: WinBUGS code used in Bayesian Mixed Treatment Comparisons Meta-Analysis. In: NICE DSU Technical Support Document 2: A Generalised Linear Modelling Framework for Pairwise and Network Meta-Analysis of Randomised Controlled Trials. 2011; last updated March 2013; available from http://www.nicedsu.org.uk.
- 5. 董圣杰, 曾宪涛, 郭毅. R软件Metafor程序包在Meta分析中的应用. 中国循证医学杂志, 2012, 12(9): 1141-1147.
- 6. 张天嵩, 熊茜. 网络Meta分析在R软件中的实现. 循证医学, 2012, 12(3): 185-188.