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bmem

Mediation Analysis with Missing Data Using Bootstrap

v2.2 · Sep 3, 2025 · GPL-2

Description

Four methods for mediation analysis with missing data: Listwise deletion, Pairwise deletion, Multiple imputation, and Two Stage Maximum Likelihood algorithm. For MI and TS-ML, auxiliary variables can be included. Bootstrap confidence intervals for mediation effects are obtained. The robust method is also implemented for TS-ML. Since version 1.4, bmem adds the capability to conduct power analysis for mediation models. Details about the methods used can be found in these articles. Zhang and Wang (2003) <doi:10.1007/s11336-012-9301-5>. Zhang (2014) <doi:10.3758/s13428-013-0424-0>.

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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

Dependency Network

Dependencies Reverse dependencies Amelia MASS snowfall lavaan sem bmem

Version History

new 2.2 Mar 10, 2026
updated 2.2 ← 2.1 diff Sep 2, 2025
updated 2.1 ← 2.0 diff Aug 26, 2023
updated 2.0 ← 1.8 diff Dec 15, 2022
updated 1.8 ← 1.7 diff Sep 19, 2020
updated 1.7 ← 1.5 diff Apr 20, 2020
updated 1.5 ← 1.4 diff Oct 7, 2013
updated 1.4 ← 1.3 diff Jun 25, 2013
updated 1.3 ← 1.2.2 diff Jun 25, 2012
updated 1.2.2 ← 1.2.1 diff Nov 7, 2011
updated 1.2.1 ← 1.2 diff Nov 6, 2011
updated 1.2 ← 1.1 diff Nov 5, 2011
new 1.1 Apr 27, 2011