johnnyzhz/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.
Getting started
Browse package contents
Package details |
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| Author | Zhiyong Zhang and Lijuan Wang |
| Maintainer | Zhiyong Zhang <zhiyongzhang@nd.edu> |
| License | GPL-2 |
| Version | 1.7 |
| URL | https://bigdatalab.nd.edu |
| Package repository | View on GitHub |
| Installation |
Install the latest version of this package by entering the following in R:
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