Package: mlmi
Type: Package
Title: Maximum Likelihood Multiple Imputation
Version: 1.1.3
Authors@R: person(given = "Jonathan",
                    family = "Bartlett",
                    role = c("aut", "cre"),
                    email = "jonathan.bartlett1@lshtm.ac.uk")
Description: Implements proper and so-called Maximum Likelihood Multiple Imputation as described by von Hippel and Bartlett (2021) <doi:10.1214/20-STS793>. A number of different imputation methods are available, by utilising the 'norm', 'cat' and 'mix' packages. Inferences can be performed either using Rubin's rules (for proper imputation), or a modified version for maximum likelihood imputation. For maximum likelihood imputations a likelihood score based approach based on theory by Wang and Robins (1998) <doi:10.1093/biomet/85.4.935> is also available.
Depends: R (>= 2.10)
License: GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.3
Imports: MASS, gsl, norm, cat, mix, Matrix, stats, utils, nlme
Suggests: bootImpute, testthat
NeedsCompilation: no
Packaged: 2025-12-03 11:18:47 UTC; lshjb12
Author: Jonathan Bartlett [aut, cre]
Maintainer: Jonathan Bartlett <jonathan.bartlett1@lshtm.ac.uk>
Repository: CRAN
Date/Publication: 2025-12-03 11:40:02 UTC
Built: R 4.6.0; ; 2026-04-26 01:16:40 UTC; unix
