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.

Package details

AuthorZhiyong Zhang and Lijuan Wang
MaintainerZhiyong Zhang <[email protected]>
Package repositoryView on CRAN
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bmem documentation built on May 29, 2017, 9:52 p.m.