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.
| Version: | 2.0.1 |
| Depends: | R (≥ 3.1.2) |
| Imports: | MASS,survival,VGAM, stats,rlang,checkmate,abind,brglm2 |
| Suggests: | knitr,rmarkdown,mitools,ggplot2,kmi,flexsurv,stringr |
| Published: | 2025-07-17 |
| DOI: | 10.32614/CRAN.package.smcfcs |
| Author: | Jonathan Bartlett [aut, cre], Ruth Keogh [aut], Edouard F. Bonneville [aut], Lars van der Burg [aut], Claus Thorn Ekstrøm [ctb] |
| Maintainer: | Jonathan Bartlett <jonathan.bartlett1 at lshtm.ac.uk> |
| License: | GPL-3 |
| URL: | https://github.com/jwb133/smcfcs |
| NeedsCompilation: | no |
| Materials: | README |
| In views: | MissingData |
| CRAN checks: | smcfcs results |
| Reference manual: | smcfcs.html ,smcfcs.pdf |
| Vignettes: | coarsening (source,R code) smcfcs_measerror (source,R code) smcfcs (source,R code) |
| Package source: | smcfcs_2.0.1.tar.gz |
| Windows binaries: | r-devel:smcfcs_2.0.1.zip, r-release:smcfcs_2.0.1.zip, r-oldrel:smcfcs_2.0.1.zip |
| macOS binaries: | r-release (arm64):smcfcs_2.0.1.tgz, r-oldrel (arm64):smcfcs_2.0.1.tgz, r-release (x86_64):smcfcs_2.0.1.tgz, r-oldrel (x86_64):smcfcs_2.0.1.tgz |
| Old sources: | smcfcs archive |
| Reverse imports: | bootImpute |
| Reverse suggests: | Publish,riskRegression |
| Reverse enhances: | mdmb |
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