DIRMR: Distributed Imputation for Random Effects Models with Missing Responses

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 Guo [aut, cre], Yaping Li [aut]
Maintainer:	Guangbao Guo <ggb11111111 at 163.com>
License:	GPL-2
NeedsCompilation:	no
CRAN checks:	DIRMR results

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