Package: DIRMR
Type: Package
Version: 0.5.0
Date: 2024-11-22
Title: Distributed Imputation for Random Effects Models with Missing
        Responses
Authors@R: c(person("Guangbao", "Guo", role = c("aut", "cre"),
                     email = "ggb11111111@163.com",
                     comment = c(ORCID = "0000-0002-4115-6218")),
                     person("Yaping", "Li", role = "aut"))
Description: By adding over-relaxation factor to PXEM (Parameter
        Expanded Expectation Maximization) method, the MOPXEM
        (Monotonically Overrelaxed Parameter Expanded Expectation
        Maximization) method is obtained. Compare it with the existing
        EM (Expectation-Maximization)-like methods. Then, distribute
        and process five methods and compare them, achieving good
        performance in convergence speed and result quality.The
        philosophy of the package is described in Guo G. (2022)
        <doi:10.1007/s00180-022-01270-z>.
License: GPL-2
Imports: MASS,lava,mvtnorm
Encoding: UTF-8
RoxygenNote: 7.2.3
NeedsCompilation: no
Author: Guangbao Guo [aut, cre]
        (<https://orcid.org/0000-0002-4115-6218>), Yaping Li [aut]
Maintainer: Guangbao Guo <ggb11111111@163.com>
Packaged: 2026-06-09 07:36:09 UTC; root
Depends: R (>= 3.5.0)
Repository: https://guangbaog.r-universe.dev
Date/Publication: 2024-11-26 14:10:02 UTC
RemoteUrl: https://github.com/cran/DIRMR
RemoteRef: HEAD
RemoteSha: 3c7ad0735928116868025b7b1b3559a7249e7844