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DIRMR: Distributed Imputation for Random Effects Models with MissingResponses

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>.

Version:0.5.0
Depends:R (≥ 3.5.0)
Imports:MASS,lava,mvtnorm
Published:2024-11-26
DOI:10.32614/CRAN.package.DIRMR
Author:Guangbao GuoORCID iD [aut, cre], Yaping Li [aut]
Maintainer:Guangbao Guo <ggb11111111 at 163.com>
License:GPL-2
NeedsCompilation:no
CRAN checks:DIRMR results

Documentation:

Reference manual:DIRMR.html ,DIRMR.pdf

Downloads:

Package source: DIRMR_0.5.0.tar.gz
Windows binaries: r-devel:DIRMR_0.5.0.zip, r-release:DIRMR_0.5.0.zip, r-oldrel:DIRMR_0.5.0.zip
macOS binaries: r-release (arm64):DIRMR_0.5.0.tgz, r-oldrel (arm64):DIRMR_0.5.0.tgz, r-release (x86_64):DIRMR_0.5.0.tgz, r-oldrel (x86_64):DIRMR_0.5.0.tgz

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=DIRMRto link to this page.


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