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) <doi:10.1007/s11336-012-9301-5>. Zhang (2014) <doi:10.3758/s13428-013-0424-0>.
Package details |
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Author | Zhiyong Zhang and Lijuan Wang |
Maintainer | Zhiyong Zhang <zhiyongzhang@nd.edu> |
License | GPL-2 |
Version | 2.1 |
URL | https://bigdatalab.nd.edu |
Package repository | View on CRAN |
Installation |
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