A Universal Approach for Causal Mediation Analysis


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Documentation for package ‘unvs.med’ version 1.0.0

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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