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All functions

BinaryOutcome
Binary Outcome Dataset for HIMA Demo
ContinuousOutcome
Continuous Outcome Dataset for HIMA Demo
HIMA-package
High-Dimensional Mediation Analysis for 'Omic' Data
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