smcfcs: Multiple Imputation of Covariates by Substantive Model Compatible Fully Conditional Specification

Jonathan Bartlett (Developer)

Research output: Non-textual formSoftware

Abstract

The R package smcfcs 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.
Original languageEnglish
PublisherThe Comprehensive R Network
Edition1.0.0
Media of outputOnline
Publication statusPublished - 2015

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