Methods for Mediation Analysis with High-Dimensional Mediators


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Documentation for package ‘hdmed’ version 1.0.0

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mediate_bslmm Bayesian Sparse Linear Mixed Model
mediate_hdma High-Dimensional Mediation Analysis
mediate_hdmm High-dimensional Multivariate Mediation Analysis with Principal Directions of Mediation
mediate_hilma High-Dimensional Linear Mediation Analysis
mediate_hima High-Dimensional Mediation Analysis
mediate_lvma Latent Variable Mediation Analysis
mediate_medfix Mediation Analysis via Fixed Effects Model
mediate_pcma Principal Component Mediation Analysis for High-dimensional Mediators
mediate_plasso Pathway LASSO for Mediation Analysis with High-Dimensional Mediators
mediate_spcma Sparse Principal Component Mediation Analysis for High-Dimensional Mediators
med_dat Mediation Example Dataset