ImputeLongiCovs

Longitudinal Imputation of Categorical Variables via a Joint Transition Model

CRAN Package

Imputation of longitudinal categorical covariates. We use a methodological framework which ensures that the plausibility of transitions is preserved, overfitting and colinearity issues are resolved, and confounders can be utilized. See Mamouris (2023) for an overview.

  • Version0.1.0
  • R version≥ 3.4.4
  • LicenseGPL-2
  • Needs compilation?No
  • Last release10/06/2023

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  • Depends1 package
  • Imports2 packages
  • Suggests2 packages