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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>.
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Package details |
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| Author | Guangbao Guo [aut, cre] (<https://orcid.org/0000-0002-4115-6218>), Yaping Li [aut] |
| Maintainer | Guangbao Guo <ggb11111111@163.com> |
| License | GPL-2 |
| Version | 0.5.0 |
| Package repository | View on CRAN |
| Installation |
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