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smcfcs  

Multiple Imputation of Covariates by Substantive Model Compatible Fully Conditional Specification
View on CRAN: Click here


Download and install smcfcs package within the R console
Install from CRAN:
install.packages("smcfcs")

Install from Github:
library("remotes")
install_github("cran/smcfcs")

Install by package version:
library("remotes")
install_version("smcfcs", "2.0.2")



Attach the package and use:
library("smcfcs")
Maintained by
Jonathan Bartlett
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-05-13
Latest Update: 2025-07-17
Description:
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.
How to cite:
Jonathan Bartlett (2015). smcfcs: Multiple Imputation of Covariates by Substantive Model Compatible Fully Conditional Specification. R package version 2.0.2, https://cran.r-project.org/web/packages/smcfcs. Accessed 27 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:05), 1.0.0 (2015-05-13 00:54), 1.1.0 (2015-08-22 00:17), 1.1.1 (2015-11-23 12:20), 1.2.0 (2016-01-30 18:52), 1.2.1 (2016-02-05 00:50), 1.3.0 (2017-06-03 08:27), 1.3.1 (2018-10-10 13:50), 1.4.0 (2019-03-30 19:30), 1.4.1 (2020-03-30 18:50), 1.4.2 (2020-12-07 13:40), 1.5.0 (2021-04-01 18:50), 1.6.0 (2021-06-17 18:30), 1.6.1 (2022-01-18 18:10), 1.6.2 (2022-05-16 08:50), 1.7.0 (2022-06-22 11:50), 1.7.1 (2022-11-07 18:10), 1.8.0 (2024-06-04 20:40), 1.9.0 (2024-11-07 21:40), 1.9.1 (2024-12-04 12:30), 1.9.2 (2025-01-21 01:10), 2.0.0 (2025-03-25 06:50), 2.0.1 (2025-07-17 17:50)
Other packages that cited smcfcs R package
View smcfcs citation profile
Other R packages that smcfcs depends, imports, suggests or enhances
Complete documentation for smcfcs
Functions, R codes and Examples using the smcfcs R package
Some associated functions: ex_cc . ex_compet . ex_coxquad . ex_dtsam . ex_lininter . ex_linquad . ex_logisticquad . ex_ncc . ex_poisson . plot.smcfcs . smcfcs.casecohort . smcfcs.dtsam . smcfcs.nestedcc . smcfcs . smcfcs.parallel . 
Some associated R codes: plot_convergence.R .  Full smcfcs package functions and examples
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