CRAN/E | smcfcs

smcfcs

Multiple Imputation of Covariates by Substantive Model Compatible Fully Conditional Specification

Installation

About

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.

github.com/jwb133/smcfcs

Key Metrics

Version 1.7.1
R ≥ 3.1.2
Published 2022-11-07 538 days ago
Needs compilation? no
License GPL-3
CRAN checks smcfcs results

Downloads

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Maintainer

Maintainer

Jonathan Bartlett

jonathan.bartlett1@lshtm.ac.uk

Authors

Jonathan Bartlett

aut / cre

Ruth Keogh

aut

Edouard F. Bonneville

aut

Claus Thorn Ekstrøm

ctb

Material

README
Reference manual
Package source

In Views

MissingData

Vignettes

smcfcs
smcfcs_measerror

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

smcfcs archive

Depends

R ≥ 3.1.2

Imports

MASS
survival
VGAM
stats
rlang
checkmate
abind
brglm2

Suggests

knitr
rmarkdown
mitools
ggplot2

Reverse Imports

bootImpute

Reverse Suggests

Publish
riskRegression

Reverse Enhances

mdmb