High-Dimensional Mediation Analysis via Transfer Learning

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Documentation for package ‘TransHDM’ version 1.0.1

• DESCRIPTION file
• User guides, package vignettes and other documentation

Help Pages

dblasso	Fit Debiased LASSO with Transfer Learning
gen_simData_hetero	Simulated Dataset Generation for High-Dimensional Mediation Analysis
gen_simData_homo	Simulated Dataset Generation for High-Dimensional Mediation Analysis
lasso	Fit LASSO Regression with Transfer Learning
SIS	Sure Independence Screening for High-Dimensional Mediation Analysis
source_detection	Detect Transferable Source Data via Cross-Validation
summary.dblasso	Summary of Debiased Lasso Inference
summary.lasso	Summary of Lasso Regression
summary.source_detection	Summary of Source Detection Results
summary.TransHDM	Summary of TransHDM Mediation Analysis
TransHDM	TransHDM: High-Dimensional Mediation Analysis with Transfer Learning