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], Claus Thorn Ekstrøm [ctb], Edouard F. Bonneville [ctb]
MaintainerJonathan Bartlett <j.w.bartlett@bath.ac.uk>
LicenseGPL-3
Version1.5.0
URL https://github.com/jwb133/smcfcs
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 April 1, 2021, 5:08 p.m.