DIRMR

Distributed Imputation for Random Effects Models with Missing Responses

CRAN Package

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.

  • Version0.5.0
  • R versionunknown
  • LicenseGPL-2
  • Needs compilation?No
  • Last release11/26/2024

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  • Imports3 packages