Package: mlmi
Type: Package
Title: Maximum Likelihood Multiple Imputation
Version: 1.1.2
Author: Jonathan Bartlett
Maintainer: Jonathan Bartlett <jonathan.bartlett1@lshtm.ac.uk>
Description: Implements so called Maximum Likelihood Multiple Imputation as described by von Hippel and Bartlett (2021) <doi:10.1214/20-STS793>. A number of different imputations are available, by utilising the 'norm', 'cat' and 'mix' packages. Inferences can be performed either using combination rules similar to Rubin's or using a likelihood score based approach based on theory by Wang and Robins (1998) <doi:10.1093/biomet/85.4.935>.
Depends: R (>= 2.10)
License: GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.2.3
Imports: MASS, gsl, norm, cat, mix, Matrix, stats, utils, nlme
Suggests: bootImpute, testthat
NeedsCompilation: no
Packaged: 2023-06-02 10:48:45 UTC; jwb13
Repository: CRAN
Date/Publication: 2023-06-02 12:00:02 UTC
Built: R 4.3.0; ; 2023-07-11 22:37:15 UTC; unix
