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metamisc: Meta-Analysis of Diagnosis and Prognosis Research Studies

Facilitate frequentist and Bayesian meta-analysis of diagnosis and prognosis research studies. It includes functions to summarize multiple estimates of prediction model discrimination and calibration performance (Debray et al., 2019) <doi:10.1177/0962280218785504>. It also includes functions to evaluate funnel plot asymmetry (Debray et al., 2018) <doi:10.1002/jrsm.1266>. Finally, the package provides functions for developing multivariable prediction models from datasets with clustering (de Jong et al., 2021) <doi:10.1002/sim.8981>.

Version: 0.4.0
Depends: R (≥ 3.5.0), stats, graphics
Imports: metafor (≥ 2.0.0), mvtnorm, lme4, dplyr, plyr, methods, pROC, ggplot2
Suggests: coda, runjags, rjags, ggmcmc, logistf (≥ 1.23), testthat (≥ 1.0.2)
Published: 2022-09-25
DOI: 10.32614/CRAN.package.metamisc
Author: Thomas Debray ORCID iD [aut, cre], Valentijn de Jong ORCID iD [aut]
Maintainer: Thomas Debray <thomas.debray at gmail.com>
License: GPL-3
URL: https://github.com/smartdata-analysis-and-statistics/metamisc
NeedsCompilation: no
Materials: README NEWS
In views: MetaAnalysis
CRAN checks: metamisc results

Documentation:

Reference manual: metamisc.pdf

Downloads:

Package source: metamisc_0.4.0.tar.gz
Windows binaries: r-devel: metamisc_0.4.0.zip, r-release: metamisc_0.4.0.zip, r-oldrel: metamisc_0.4.0.zip
macOS binaries: r-release (arm64): metamisc_0.4.0.tgz, r-oldrel (arm64): metamisc_0.4.0.tgz, r-release (x86_64): metamisc_0.4.0.tgz, r-oldrel (x86_64): metamisc_0.4.0.tgz
Old sources: metamisc archive

Linking:

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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.