High-Dimensional Mediation Analysis
Classic high-dimensional mediation analysis
High-dimensional mediation analysis with de-biased lasso penalty
Efficient high-dimensional mediation analysis
High-dimensional mediation analysis for compositional microbiome data
High-dimensional quantile mediation analysis
High-dimensional mediation analysis for longitudinal mediator and surv...
High-dimensional mediation analysis for survival outcome data
High-Dimensional Mediation Analysis for 'Omic' Data
High-dimensional Mediation Analysis
Allows to estimate and test high-dimensional mediation effects based on advanced mediator screening and penalized regression techniques. Methods used in the package refer to Zhang H, Zheng Y, Hou L, Liu L, HIMA: An R Package for High-Dimensional Mediation Analysis. Journal of Data Science. (2025). <doi:10.6339/25-JDS1192>.