Power Enhancement for High-Dimensional Mediation Analysis

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Documentation for package ‘POEMED’ version 1.0.0

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

Help Pages

example_binary	Example High-Dimensional Mediation Data Sets
example_continuous	Example High-Dimensional Mediation Data Sets
example_count	Example High-Dimensional Mediation Data Sets
example_data	Example High-Dimensional Mediation Data Sets
format.poemed_tbl	Tidy Printing for POEMED Result Tables
glance	Broom Verbs for POEMED Results
glance.poemed_tbl	Broom Verbs for POEMED Results
guo_calibration	Calibration Constants for the Real-Data-Motivated Heterogeneous Setting
mediation_ar1_cov	Autoregressive (AR(1)) Covariance Matrix for Mediator Simulation
pe_identification_study	Monte Carlo Study of Individual-Mediator Identification (FWER / FDR)
pe_mediate	Power-Enhanced Mediation Test From a Data Frame (Formula Interface)
pe_mediation	Power-Enhanced Test for High-Dimensional Mediation
pe_mediation_linear	Power-Enhanced Mediation Test for a Continuous Outcome
pe_mediation_logistic	Power-Enhanced Mediation Test for a Binary Outcome
pe_mediation_poisson	Power-Enhanced Mediation Test for a Count Outcome
pe_mediators	Per-Mediator Detail Behind a Power-Enhanced Mediation Test
pe_power_curve	Monte Carlo Size and Power Curve for the PE Mediation Tests
pe_selection	Active Mediators Identified Under Each Multiplicity Method
pe_simulation_study	Run the Power Study Under Several Mediation Patterns at Once
plot.poemed_tbl	Plot a POEMED Result
poemed_broom	Broom Verbs for POEMED Results
poemed_tbl	Tidy Printing for POEMED Result Tables
print.poemed_tbl	Tidy Printing for POEMED Result Tables
print.summary.poemed_tbl	Summarize a POEMED Table
rbind.poemed_tbl	Tidy Printing for POEMED Result Tables
simulate_guo_mediation	Simulate the Real-Data-Motivated Heterogeneous Mediation Setting
simulate_mediation_data	Simulate High-Dimensional Mediation Data
ss_power_pe_mediation	Simulation-Based Sample Size Planning for the Power-Enhanced Mediation Test
summary.poemed_tbl	Summarize a POEMED Table
tidy	Broom Verbs for POEMED Results
tidy.poemed_tbl	Broom Verbs for POEMED Results
WHO_health_mediation	WHO / World Bank Health-Expenditure Mediation Data (Benchmark Data Set)
WHO_indicator_codebook	Codebook for the WHO Health-Expenditure Indicators
WHO_mediation_analysis	Run the Article's Empirical Mediation Analysis
WHO_mediation_design	Build a Mediation Design From the WHO Health-Expenditure Data
[.poemed_tbl	Tidy Printing for POEMED Result Tables