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>
Repository: CRAN
Packaged: 2024-11-25 12:13:49 UTC; A
Depends: R (>= 3.5.0)
Date/Publication: 2024-11-26 14:10:02 UTC
Built: R 4.6.0; ; 2026-04-26 06:57:34 UTC; unix
