bmem
type: Item
swMATH work ID: 7439
instance of: R package
software version identifier: 2.0
software version identifier: 1.1
software version identifier: 1.2.1
software version identifier: 1.2.2
software version identifier: 1.2
software version identifier: 1.3
software version identifier: 1.4
software version identifier: 1.5
software version identifier: 1.7
software version identifier: 1.8
software version identifier: 2.1
maintained by: Zhiyong Zhang
CRAN project: bmem
programmed in: R
described by source: Methods for mediation analysis with missing data
MaRDI profile type: Software
last update: 2023-08-27T00:00:00Z
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>.
author: Zhiyong Zhang
copyright license: GNU General Public License, version 2.0
depends on software: Amelia
depends on software: MASS
depends on software: snowfall
depends on software: R
imports: lavaan
imports: sem
cites work: Methods for Mediation Analysis with Missing Data
cites work: Monte Carlo based statistical power analysis for mediation models: methods and software
source code repository: bmem
description: Mediation Analysis with Missing Data Using Bootstrap