bmem (1.5)

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Mediation analysis with missing data using bootstrap.

http://nd.psychstat.org
http://cran.r-project.org/web/packages/bmem

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.

Maintainer: Zhiyong Zhang
Author(s): Zhiyong Zhang and Lijuan Wang

License: GPL-2

Uses: Amelia, lavaan, MASS, sem, snowfall

Released about 6 years ago.


6 previous versions

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