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) . Zhang (2014) .


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install.packages("bmem")

1.8 by Zhiyong Zhang, a year ago


https://bigdatalab.nd.edu


Browse source code at https://github.com/cran/bmem


Authors: Zhiyong Zhang and Lijuan Wang


Documentation:   PDF Manual  


GPL-2 license


Imports lavaan, sem

Depends on Amelia, MASS, snowfall


See at CRAN