Package: miceadds
Type: Package
Title: Some Additional Multiple Imputation Functions, Especially for
        'mice'
Version: 3.17-44
Date: 2024-01-08 19:08:24
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@ipn.uni-kiel.de>
Description: 
    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>).
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
URL: https://github.com/alexanderrobitzsch/miceadds,
        https://sites.google.com/view/alexander-robitzsch/software
License: GPL (>= 2)
BugReports: https://github.com/alexanderrobitzsch/miceadds/issues?state=open
NeedsCompilation: yes
Packaged: 2024-01-08 18:14:47 UTC; sunpn563
Repository: CRAN
Date/Publication: 2024-01-09 10:10:02 UTC
Built: R 4.4.2; powerpc-apple-darwin10.8.0; 2025-01-30 18:20:01 UTC; unix
