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 implemented. 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), nested multiple imputation (Rubin, 2003, <doi:10.1111/1467-9574.00217>), substantive model compatible imputation (Bartlett et al., 2015, <doi:10.1177/0962280214521348>), and features for the generation of synthetic datasets (Reiter, 2005, <doi:10.1111/j.1467-985X.2004.00343.x>; Nowok, Raab, & Dibben, 2016, <doi:10.18637/jss.v074.i11>).
| Version: | 3.18-36 |
| Depends: | R (≥ 3.5-0),mice (≥ 3.0.0) |
| Imports: | graphics, methods,mitools,Rcpp, stats, utils |
| LinkingTo: | Rcpp,RcppArmadillo |
| Suggests: | BIFIEsurvey,blme,car,CDM,coda,foreign,inline,lme4,MASS,Matrix,MBESS,MCMCglmm,mdmb,pls,numDeriv,readxl,sandwich,sirt,sjlabelled,synthpop,TAM |
| Enhances: | Amelia,imputeR,jomo,micemd,mitml,pan,simputation |
| Published: | 2025-09-12 |
| DOI: | 10.32614/CRAN.package.miceadds |
| Author: | Alexander Robitzsch [aut, cre], Simon Grund [aut], Thorsten Henke [ctb] |
| 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/view/alexander-robitzsch/software |
| NeedsCompilation: | yes |
| Citation: | miceadds citation info |
| Materials: | README,NEWS |
| In views: | MissingData |
| CRAN checks: | miceadds results |
Documentation:
Downloads:
Reverse dependencies:
| Reverse imports: | BIFIEsurvey,Conigrave,eatRep,mdmb,MKinfer,scHiCcompare |
| Reverse linking to: | mdmb |
| Reverse suggests: | bipd,booami,CDM,hot.deck,LSAmitR,marginaleffects,mice,mitml,sirt,TAM |
| Reverse enhances: | texreg |
Linking:
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