Functionality for performing a principled reference analysis in the Bayesian normal-normal hierarchical model used for Bayesian meta-analysis, as described in Ott, Plummer and Roos (2021) <doi:10.1002/sim.9076>. Computes a reference posterior, induced by a minimally informative improper reference prior for the between-study (heterogeneity) standard deviation. Determines additional proper anti-conservative (and conservative) prior benchmarks. Includes functions for reference analyses at both the posterior and the prior level, which, given the data, quantify the informativeness of a heterogeneity prior of interest relative to the minimally informative reference prior and the proper prior benchmarks. The functions operate on data sets which are compatible with the 'bayesmeta' package.
| Version: | 1.0-8 |
| Depends: | bayesmeta, R (≥ 3.5.0) |
| Published: | 2023-10-06 |
| DOI: | 10.32614/CRAN.package.ra4bayesmeta |
| Author: | Manuela Ott [aut, cre], Malgorzata Roos [aut] |
| Maintainer: | Manuela Ott <manuela.c.ott at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| In views: | MetaAnalysis |
| CRAN checks: | ra4bayesmeta results |
| Reference manual: | ra4bayesmeta.pdf |
| Package source: | ra4bayesmeta_1.0-8.tar.gz |
| Windows binaries: | r-devel: ra4bayesmeta_1.0-8.zip, r-release: ra4bayesmeta_1.0-8.zip, r-oldrel: ra4bayesmeta_1.0-8.zip |
| macOS binaries: | r-devel (arm64): ra4bayesmeta_1.0-8.tgz, r-release (arm64): ra4bayesmeta_1.0-8.tgz, r-oldrel (arm64): ra4bayesmeta_1.0-8.tgz, r-devel (x86_64): ra4bayesmeta_1.0-8.tgz, r-release (x86_64): ra4bayesmeta_1.0-8.tgz, r-oldrel (x86_64): ra4bayesmeta_1.0-8.tgz |
| Old sources: | ra4bayesmeta archive |
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