High-Dimensional Mediation Analysis

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Documentation for package ‘HIMA’ version 2.3.3

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

HIMA-package	High-Dimensional Mediation Analysis for 'Omic' Data
BinaryOutcome	Binary Outcome Dataset for HIMA Demo
ContinuousOutcome	Continuous Outcome Dataset for HIMA Demo
hima	High-dimensional Mediation Analysis
hima_classic	Classic high-dimensional mediation analysis
hima_dblasso	High-dimensional mediation analysis with de-biased lasso penalty
hima_efficient	Efficient high-dimensional mediation analysis
hima_microbiome	High-dimensional mediation analysis for compositional microbiome data
hima_quantile	High-dimensional quantile mediation analysis
hima_survival	High-dimensional mediation analysis for survival outcome data
hima_survival_long	High-dimensional mediation analysis for longitudinal mediator and survival outcome data
MicrobiomeData	Compositional Mediator Dataset for HIMA Demo
QuantileData	Quantile Mediation Dataset for HIMA Demo
SurvivalData	Survival Outcome Dataset for HIMA Demo
SurvivalLongData	Longitudinal Mediators with Survival Outcome Dataset for HIMA Demo