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mitml: Tools for Multiple Imputation in Multilevel Modeling

Provides tools for multiple imputation of missing data in multilevel modeling. Includes a user-friendly interface to the packages 'pan' and 'jomo', and several functions for visualization, data management and the analysis of multiply imputed data sets.

Version:0.4-5
Imports:pan,jomo,haven, grDevices, graphics, stats, methods, utils
Suggests:mice,miceadds,Amelia,lme4,nlme,lavaan,geepack,glmmTMB,survival,knitr,rmarkdown
Published:2023-03-08
DOI:10.32614/CRAN.package.mitml
Author:Simon Grund [aut,cre], Alexander Robitzsch [aut], Oliver Luedtke [aut]
Maintainer:Simon Grund <simon.grund at uni-hamburg.de>
BugReports:https://github.com/simongrund1/mitml/issues
License:GPL-2 |GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation:no
Materials:README,NEWS
In views:MissingData
CRAN checks:mitml results

Documentation:

Reference manual:mitml.html ,mitml.pdf
Vignettes:Analysis of Multiply Imputed Data Sets (source,R code)
Introduction (source,R code)
Imputation of Missing Data at Level 2 (source,R code)

Downloads:

Package source: mitml_0.4-5.tar.gz
Windows binaries: r-devel:mitml_0.4-5.zip, r-release:mitml_0.4-5.zip, r-oldrel:mitml_0.4-5.zip
macOS binaries: r-release (arm64):mitml_0.4-5.tgz, r-oldrel (arm64):mitml_0.4-5.tgz, r-release (x86_64):mitml_0.4-5.tgz, r-oldrel (x86_64):mitml_0.4-5.tgz
Old sources: mitml archive

Reverse dependencies:

Reverse imports:mice,miceafter,psfmi
Reverse suggests:jomo,LSAmitR,PSPI
Reverse enhances:miceadds

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=mitmlto link to this page.


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