smcfcs

Multiple Imputation of Covariates by Substantive Model Compatible Fully Conditional Specification

CRAN Package

Implements multiple imputation of missing covariates by Substantive Model Compatible Fully Conditional Specification. This is a modification of the popular FCS/chained equations multiple imputation approach, and allows imputation of missing covariate values from models which are compatible with the user specified substantive model.

  • Version1.9.2
  • R versionR (≥ 3.1.2)
  • LicenseGPL-3
  • Needs compilation?No
  • Last release01/21/2025

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  • Imports7 packages
  • Suggests6 packages
  • Reverse Imports1 package
  • Reverse Suggests2 packages
  • Reverse Enhances1 package