miceadds

Some Additional Multiple Imputation Functions, Especially for 'mice'

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.

Total

40,679

Last month

771

Last week

185

Average per day

26

Daily downloads

Total downloads

Description file content

Package
miceadds
Type
Package
Title
Some Additional Multiple Imputation Functions, Especially for 'mice'
Version
2.7-19
Date
2017-08-24 17:34:44
Author
Alexander Robitzsch [aut, cre], Simon Grund [aut], Thorsten Henke [aut]
Maintainer
Alexander Robitzsch
Description
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.
Depends
R (>= 3.0), mice
Imports
CDM (>= 5.8-5), graphics, lme4, methods, mitools, mvtnorm, Rcpp, sirt, stats, TAM (>= 2.5-5), utils
LinkingTo
Rcpp, RcppArmadillo
Suggests
Amelia, BIFIEsurvey, blme, car, foreign, grouped, haven, hmi, Hmisc, inline, jomo, MBESS, MCMCglmm, micemd, mitml, multiwayvcov, pan, pls, sjlabelled, Zelig
URL
License
GPL (>= 2)
NeedsCompilation
yes
Packaged
2017-08-24 15:35:21 UTC; sunpn563
Repository
CRAN
Date/Publication
2017-08-24 21:35:08 UTC

install.packages('miceadds')

2.7-19

a month ago

https://github.com/alexanderrobitzsch/miceadds

Alexander Robitzsch

GPL (>= 2)

Depends on

R (>= 3.0), mice

Imports

CDM (>= 5.8-5), graphics, lme4, methods, mitools, mvtnorm, Rcpp, sirt, stats, TAM (>= 2.5-5), utils

Suggests

Amelia, BIFIEsurvey, blme, car, foreign, grouped, haven, hmi, Hmisc, inline, jomo, MBESS, MCMCglmm, micemd, mitml, multiwayvcov, pan, pls, sjlabelled, Zelig

Discussions