smcfcs: Multiple Imputation of Covariates by Substantive Model Compatible Fully Conditional Specification
Version 1.2.1

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.

AuthorJonathan Bartlett [aut, cre]
Date of publication2016-02-05 00:50:10
MaintainerJonathan Bartlett <jwb133@googlemail.com>
LicenseGPL-3
Version1.2.1
URL http://www.missingdata.org.uk http://thestatsgeek.com
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("smcfcs")

Getting started

README.md
smcfcs"

Popular man pages

ex_compet: Simulated example data with competing risks outcome and...
ex_coxquad: Simulated example data with time to event outcome and...
ex_lininter: Simulated example data with continuous outcome and...
ex_linquad: Simulated example data with continuous outcome and quadratic...
ex_logisticquad: Simulated example data with binary outcome and quadratic...
ex_poisson: Simulated example data with count outcome, modelled using...
smcfcs: Substantive model compatible fully conditional specification...
See all...

All man pages Function index File listing

Man pages

ex_compet: Simulated example data with competing risks outcome and...
ex_coxquad: Simulated example data with time to event outcome and...
ex_lininter: Simulated example data with continuous outcome and...
ex_linquad: Simulated example data with continuous outcome and quadratic...
ex_logisticquad: Simulated example data with binary outcome and quadratic...
ex_poisson: Simulated example data with count outcome, modelled using...
smcfcs: Substantive model compatible fully conditional specification...

Functions

catdraw Source code
ex_compet Man page
ex_coxquad Man page
ex_lininter Man page
ex_linquad Man page
ex_logisticquad Man page
ex_poisson Man page
expit Source code
firstnonna Source code
modPostDraw Source code
smcfcs Man page Source code
sumna Source code
updatePassiveVars Source code

Files

inst
inst/doc
inst/doc/smcfcs-vignette.R
inst/doc/smcfcs-vignette.Rmd
inst/doc/smcfcs-vignette.html
NAMESPACE
data
data/ex_coxquad.rda
data/ex_linquad.rda
data/ex_lininter.rda
data/ex_compet.rda
data/ex_poisson.rda
data/ex_logisticquad.rda
R
R/smcfcs.r
vignettes
vignettes/smcfcs-vignette.Rmd
README.md
MD5
build
build/vignette.rds
DESCRIPTION
man
man/ex_poisson.Rd
man/ex_logisticquad.Rd
man/smcfcs.Rd
man/ex_coxquad.Rd
man/ex_linquad.Rd
man/ex_lininter.Rd
man/ex_compet.Rd
smcfcs documentation built on May 20, 2017, 4:28 a.m.

Questions? Problems? Suggestions? Tweet to @rdrrHQ or email at ian@mutexlabs.com.

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