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smcfcs

Multiple Imputation of Covariates by Substantive Model Compatible Fully Conditional Specification

v2.0.1 · Jul 17, 2025 · GPL-3

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.

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CRAN Check Status

14 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (3)

imports

Dependency Network

Dependencies Reverse dependencies MASS survival VGAM rlang checkmate abind brglm2 bootImpute Publish riskRegression smcfcs

Version History

new 2.0.1 Mar 10, 2026
updated 2.0.1 ← 2.0.0 diff Jul 16, 2025
updated 2.0.0 ← 1.9.2 diff Mar 24, 2025
updated 1.9.2 ← 1.9.1 diff Jan 20, 2025
updated 1.9.1 ← 1.9.0 diff Dec 3, 2024
updated 1.9.0 ← 1.8.0 diff Nov 6, 2024
updated 1.8.0 ← 1.7.1 diff Jun 3, 2024
updated 1.7.1 ← 1.7.0 diff Nov 6, 2022
updated 1.7.0 ← 1.6.2 diff Jun 21, 2022
updated 1.6.2 ← 1.6.1 diff May 15, 2022
updated 1.6.1 ← 1.6.0 diff Jan 17, 2022
updated 1.6.0 ← 1.5.0 diff Jun 16, 2021
updated 1.5.0 ← 1.4.2 diff Mar 31, 2021
updated 1.4.2 ← 1.4.1 diff Dec 6, 2020
updated 1.4.1 ← 1.4.0 diff Mar 29, 2020
updated 1.4.0 ← 1.3.1 diff Mar 29, 2019
updated 1.3.1 ← 1.3.0 diff Oct 9, 2018
updated 1.3.0 ← 1.2.1 diff Jun 2, 2017
updated 1.2.1 ← 1.2.0 diff Feb 4, 2016
updated 1.2.0 ← 1.1.1 diff Jan 29, 2016