miceadds: Some Additional Multiple Imputation Functions, Especially for
'mice'
Contains functions for multiple imputation which
complements existing functionality in R.
In particular, several imputation methods for the
mice package (van Buuren & Groothuis-Oudshoorn, 2011,
<doi:10.18637/jss.v045.i03>) are included.
Main features of the miceadds package include
plausible value imputation (Mislevy, 1991,
<doi:10.1007/BF02294457>), multilevel imputation for
variables at any level or with any number of hierarchical
and non-hierarchical levels (Grund, Luedtke & Robitzsch,
2018, <doi:10.1177/1094428117703686>; van Buuren, 2018,
Ch.7, <doi:10.1201/9780429492259>), imputation using
partial least squares (PLS) for high dimensional
predictors (Robitzsch, Pham & Yanagida, 2016),
and nested multiple imputation (Rubin, 2003,
<doi:10.1111/1467-9574.00217>).
| Version: |
3.0-16 |
| Depends: |
R (≥ 3.0), mice (≥ 3.0.0) |
| Imports: |
CDM (≥ 5.8-5), coda, graphics, lme4, MASS, methods, mitools, mvtnorm, Rcpp, sirt, stats, TAM, utils |
| LinkingTo: |
Rcpp, RcppArmadillo |
| Suggests: |
Amelia, BIFIEsurvey, blme, car, foreign, grouped, haven, inline, jomo, MBESS, MCMCglmm, mitml, multiwayvcov, numDeriv, pan, sjlabelled |
| Published: |
2018-12-11 |
| Author: |
Alexander Robitzsch [aut, cre], Simon Grund [aut],
Thorsten Henke [aut] |
| Maintainer: |
Alexander Robitzsch <robitzsch at ipn.uni-kiel.de> |
| BugReports: |
https://github.com/alexanderrobitzsch/miceadds/issues?state=open |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: |
https://github.com/alexanderrobitzsch/miceadds,
https://sites.google.com/site/alexanderrobitzsch2/software |
| NeedsCompilation: |
yes |
| Citation: |
miceadds citation info |
| Materials: |
README NEWS |
| In views: |
MissingData |
| CRAN checks: |
miceadds results |
Downloads:
Reverse dependencies:
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