DESCRIPTION

Package: miceadds
Type: Package
Title: Some Additional Multiple Imputation Functions, Especially for 'mice'
Version: 3.18-20
Date: 2024-05-29 10:31:28
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