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We use a Bayesian approach to run individual patient data meta-analysis and network meta-analysis using 'JAGS'. The methods incorporate shrinkage methods and calculate patient-specific treatment effects as described in Seo et al. (2021) <doi:10.1002/sim.8859>. This package also includes user-friendly functions that impute missing data in an individual patient data using mice-related packages.
| Version: | 0.3 |
| Depends: | R (≥ 2.10) |
| Imports: | rjags (≥ 4-6), coda (≥ 0.13), mvtnorm, dplyr |
| Suggests: | dclone, R2WinBUGS, mice, micemd, miceadds, mitools, knitr, rmarkdown |
| Published: | 2022-06-05 |
| DOI: | 10.32614/CRAN.package.bipd |
| Author: | Michael Seo [aut, cre] |
| Maintainer: | Michael Seo <swj8874 at gmail.com> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| Citation: | bipd citation info |
| Materials: | NEWS |
| In views: | MetaAnalysis |
| CRAN checks: | bipd results |
| Reference manual: | bipd.pdf |
| Vignettes: |
IPD meta-analysis-with-missing-data IPD meta-analysis Imputing missing values in IPD |
| Package source: | bipd_0.3.tar.gz |
| Windows binaries: | r-devel: bipd_0.3.zip, r-release: bipd_0.3.zip, r-oldrel: bipd_0.3.zip |
| macOS binaries: | r-release (arm64): bipd_0.3.tgz, r-oldrel (arm64): bipd_0.3.tgz, r-release (x86_64): bipd_0.3.tgz, r-oldrel (x86_64): bipd_0.3.tgz |
| Old sources: | bipd archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.