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] (<https://orcid.org/0000-0002-4115-6218>),
Yaping Li [aut] |
| Maintainer: |
Guangbao Guo <ggb11111111 at 163.com> |
| License: |
GPL-2 |
| NeedsCompilation: |
no |
| CRAN checks: |
DIRMR results |
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