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miceafter: Data and Statistical Analyses after Multiple Imputation

Statistical Analyses and Pooling after Multiple Imputation. A large variety of repeated statistical analysis can be performed and finally pooled. Statistical analysis that are available are, among others, Levene's test, Odds and Risk Ratios, One sample proportions, difference between proportions and linear and logistic regression models. Functions can also be used in combination with the Pipe operator. More and more statistical analyses and pooling functions will be added over time. Heymans (2007) <doi:10.1186/1471-2288-7-33>. Eekhout (2017) <doi:10.1186/s12874-017-0404-7>. Wiel (2009) <doi:10.1093/biostatistics/kxp011>. Marshall (2009) <doi:10.1186/1471-2288-9-57>. Sidi (2021) <doi:10.1080/00031305.2021.1898468>. Lott (2018) <doi:10.1080/00031305.2018.1473796>. Grund (2021) <doi:10.31234/osf.io/d459g>.

Version: 0.5.0
Depends: R (≥ 4.0.0)
Imports: survival (≥ 3.1-12), pROC (≥ 1.16.2), rms (≥ 6.1-0), mice (≥ 3.12.0), mitml (≥ 0.3-7), mitools (≥ 2.4), dplyr (≥ 1.0.2), purrr (≥ 0.3.4), tidyr (≥ 1.1.2), tibble (≥ 3.0.4), stringr (≥ 1.4.0), car (≥ 3.0-10), rlang, magrittr
Suggests: foreign (≥ 0.8-80), knitr, rmarkdown, testthat (≥ 3.0.0), bookdown, readr
Published: 2022-10-02
DOI: 10.32614/CRAN.package.miceafter
Author: Martijn Heymans ORCID iD [cre, aut], Jaap Brand [ctb]
Maintainer: Martijn Heymans <mw.heymans at amsterdamumc.nl>
BugReports: https://github.com/mwheymans/miceafter/issues
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://mwheymans.github.io/miceafter/
NeedsCompilation: no
Materials: README NEWS
In views: MissingData
CRAN checks: miceafter results

Documentation:

Reference manual: miceafter.pdf
Vignettes: Pooling Levene's test statistic
Pooling C-index of Logistic and Cox Regression Models
mice and miceafter for Regression modelling

Downloads:

Package source: miceafter_0.5.0.tar.gz
Windows binaries: r-devel: miceafter_0.5.0.zip, r-release: miceafter_0.5.0.zip, r-oldrel: miceafter_0.5.0.zip
macOS binaries: r-release (arm64): miceafter_0.5.0.tgz, r-oldrel (arm64): miceafter_0.5.0.tgz, r-release (x86_64): miceafter_0.5.0.tgz, r-oldrel (x86_64): miceafter_0.5.0.tgz
Old sources: miceafter 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.