The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.
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: | 3.17-44 |
| 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: | 2024-01-09 |
| DOI: | 10.32614/CRAN.package.miceadds |
| Author: | Alexander Robitzsch [aut,cre] (<https://orcid.org/0000-0002-8226-3132>), Simon Grund [aut] (<https://orcid.org/0000-0002-1290-8986>), 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 |
| Reference manual: | miceadds.pdf |
| Package source: | miceadds_3.17-44.tar.gz |
| Windows binaries: | r-devel: miceadds_3.17-44.zip, r-release: miceadds_3.17-44.zip, r-oldrel: miceadds_3.17-44.zip |
| macOS binaries: | r-release (arm64): miceadds_3.17-44.tgz, r-oldrel (arm64): miceadds_3.17-44.tgz, r-release (x86_64): miceadds_3.17-44.tgz, r-oldrel (x86_64): miceadds_3.17-44.tgz |
| Old sources: | miceadds archive |
| Reverse imports: | BIFIEsurvey, Conigrave, eatRep, mdmb, MKinfer |
| Reverse linking to: | mdmb |
| Reverse suggests: | bipd, CDM, hot.deck, LSAmitR, marginaleffects, mice, mitml, sirt, TAM |
| Reverse enhances: | texreg |
Please use the canonical form https://CRAN.R-project.org/package=miceadds to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.