bmem

Mediation Analysis with Missing Data Using Bootstrap

CRAN Package

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) . Zhang (2014) .

  • Version2.1
  • R version≥ 1.7
  • LicenseGPL-2
  • Needs compilation?No
  • Last release08/27/2023

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  • Depends4 packages
  • Imports2 packages