bmem
Mediation Analysis with Missing Data Using Bootstrap
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.
- Version2.1
- R version≥ 1.7
- LicenseGPL-2
- Needs compilation?No
- Last release08/27/2023
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Team
Zhiyong Zhang
Lijuan Wang
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- Depends3 packages
- Imports2 packages