mlmi

Maximum Likelihood Multiple Imputation

CRAN Package

Implements so called Maximum Likelihood Multiple Imputation as described by von Hippel and Bartlett (2021) . A number of different imputations are available, by utilising the 'norm', 'cat' and 'mix' packages. Inferences can be performed either using combination rules similar to Rubin's or using a likelihood score based approach based on theory by Wang and Robins (1998) .

  • Version1.1.2
  • R version≥ 2.10
  • LicenseGPL-3
  • Needs compilation?No
  • Last release06/02/2023

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  • Depends1 package
  • Imports9 packages
  • Suggests2 packages