Performs Bayesian meta-analysis, meta-regression and model-based meta-analysis using 'Stan'. Includes binomial-normal hierarchical models and option to use weakly informative priors for the heterogeneity parameter and the treatment effect parameter which are described in Guenhan, Roever, and Friede (2020) <doi:10.1002/jrsm.1370>.
Version: | 1.0.0 |
Depends: | R (≥ 3.5.0) |
Imports: | Rcpp (≥ 0.12.17), methods, rstan (≥ 2.18.1), rstantools (≥ 1.5.0), loo (≥ 2.0), forestplot (≥ 1.6), metafor (≥ 2.0-0), HDInterval, coda |
LinkingTo: | StanHeaders (≥ 2.18.0), rstan (≥ 2.18.1), BH (≥ 1.66.0-1), Rcpp (≥ 0.12.17), RcppEigen (≥ 0.3.3.4.0), RcppParallel (≥ 5.0.1) |
Suggests: | testthat, knitr, rmarkdown, ggplot2, shinystan, vdiffr |
Published: | 2022-01-22 |
DOI: | 10.32614/CRAN.package.MetaStan |
Author: | Burak Kuersad Guenhan [aut, cre], Christian Roever [aut], Trustees of Columbia University [cph] (src/init.cpp, tools/make_cpp.R, R/stanmodels.R) |
Maintainer: | Burak Kuersad Guenhan <burakgunhan at gmail.com> |
BugReports: | https://github.com/gunhanb/MetaStan/issues |
License: | GPL (≥ 3) |
URL: | https://github.com/gunhanb/MetaStan |
NeedsCompilation: | yes |
SystemRequirements: | GNU make |
In views: | MetaAnalysis |
CRAN checks: | MetaStan results |
Reference manual: | MetaStan.pdf |
Vignettes: |
Conducting meta-analysis using MetaStan |
Package source: | MetaStan_1.0.0.tar.gz |
Windows binaries: | r-devel: MetaStan_1.0.0.zip, r-release: MetaStan_1.0.0.zip, r-oldrel: MetaStan_1.0.0.zip |
macOS binaries: | r-release (arm64): MetaStan_1.0.0.tgz, r-oldrel (arm64): MetaStan_1.0.0.tgz, r-release (x86_64): MetaStan_1.0.0.tgz, r-oldrel (x86_64): MetaStan_1.0.0.tgz |
Old sources: | MetaStan archive |
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