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 |