A Universal Approach for Causal Mediation Analysis

Documentation for package ‘unvs.med’ version 1.0.0

BootEstimation_for	Bootstrapping Estimation for Causal Mediation Effects via Ordinary "for" Loop
BootEstimation_MT	Bootstrapping Estimation for Causal Mediation Effects via Multi-threading Process
cond_cov	Modifications of Data and Models for Moderated Mediation
confirmingX	Confirmation of the Exposure
FormalEstmed	Formal Estimation for Causal Mediation Effects (The Main Function)
ident_M_type	Identification of Mediator's type
ident_Y_type	Identification of Outcome's type
plot.unvs.med	Visualization of Mediation Effects
potentialoutcome_facX	Estimation of Potential Outcomes Based on the Universal Approach (for factor Exposure)
potentialoutcome_numX	Estimation of Potential Outcomes Based on the Universal Approach (for Numeric Exposure)
SingleEstimation	Single-time Estimation for Causal Mediation Effects
Statistics	Statistics of Estimated Value of Causal Mediation Effects
summary.unvs.med	Summary of Formal Estimation for Causal Mediation Effects
testdata	Test Dataset for Causal Mediation Analysis
um.test1	Test of Mediation Effects Within One Single Object
um.test2	Test of Mediation Effects Between Two Objects