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 <zhiyongzhang@nd.edu>
LicenseGPL-2
Version1.7
URL https://bigdatalab.nd.edu
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("bmem")

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bmem documentation built on April 21, 2020, 5:06 p.m.