Contains some auxiliary functions for multiple
imputation which complements existing functionality
in R.
In addition to some utility functions, main features
include plausible value imputation, multilevel
imputation functions (arbitrary number of levels,
hierarchical and non-hierarchical datasets),
imputation using partial least squares (PLS) for
high dimensional predictors, and nested multiple
imputation.
| Version: |
2.14-26 |
| Depends: |
R (≥ 3.0), mice (≥ 3.0.0) |
| Imports: |
CDM (≥ 5.8-5), coda, graphics, lme4, MASS, methods, mitools, mvtnorm, Rcpp, sirt, stats, TAM (≥ 2.9-13), utils |
| LinkingTo: |
Rcpp, RcppArmadillo |
| Suggests: |
Amelia, BIFIEsurvey, blme, car, foreign, grouped, haven, inline, jomo, MBESS, MCMCglmm, mitml, multiwayvcov, numDeriv, pan, sjlabelled |
| Published: |
2018-09-18 |
| 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 |
| CRAN checks: |
miceadds results |