[R-pkg-team] Bug#932285: ITP: r-cran-mice -- GNU R multivariate imputation by chained equations
Andreas Tille
tille at debian.org
Wed Jul 17 12:11:12 BST 2019
Package: wnpp
Severity: wishlist
Subject: ITP: r-cran-mice -- GNU R multivariate imputation by chained equations
Package: wnpp
Owner: Andreas Tille <tille at debian.org>
Severity: wishlist
* Package name : r-cran-mice
Version : 3.6.0
Upstream Author : Stef van Buuren,
* URL : https://cran.r-project.org/package=mice
* License : GPL-2
Programming Lang: GNU R
Description : GNU R multivariate imputation by chained equations
Multiple imputation using Fully Conditional Specification (FCS)
implemented by the MICE algorithm as described in Van Buuren and
Groothuis-Oudshoorn (2011) <doi:10.18637/jss.v045.i03>. Each variable has
its own imputation model. Built-in imputation models are provided for
continuous data (predictive mean matching, normal), binary data (logistic
regression), unordered categorical data (polytomous logistic regression)
and ordered categorical data (proportional odds). MICE can also impute
continuous two-level data (normal model, pan, second-level variables).
Passive imputation can be used to maintain consistency between variables.
Various diagnostic plots are available to inspect the quality of the
imputations.
Remark: This package is maintained by Debian R Packages Maintainers at
https://salsa.debian.org/r-pkg-team/r-cran-mice
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