R: A Universal Approach for Causal Mediation Analysis

# A Universal Approach for Causal Mediation Analysis

## Documentation for package ‘unvs.med’ version 1.1.0

- DESCRIPTION file
- Package NEWS
- Package README

## Help Pages

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