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

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.

Package details

AuthorJonathan Bartlett [aut, cre], Ruth Keogh [aut]
MaintainerJonathan Bartlett <[email protected]>
LicenseGPL-3
Version1.3.1
URL http://www.missingdata.org.uk http://thestatsgeek.com
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("smcfcs")

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smcfcs documentation built on Oct. 10, 2018, 5:05 p.m.