Causal Mediation Analysis

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Documentation for package ‘mediation’ version 4.5.0

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mediation-package mediation: Parametric and non parametric mediation analysis.
amelidiate Function for combining outputs from mediations function and calculating quantities of interest. For use with multiple imputation procedures.
boundsdata Example Data for the Design Functions
CEDdata Example Data for the Crossover Encouragement Design
framing Brader, Valentino and Suhay (2008) Framing Experiment Data
ivmediate Causal Mediation Analysis with Treatment Noncompliance
jobs JOBS II data
mediate Causal Mediation Analysis
mediate.ced Estimating Average Causal Mediation Effects under the Crossover Encouragement Design
mediate.pd Estimating Average Causal Mediation Effects under the Parallel Design
mediate.ped Computing Bounds on Average Causal Mediation Effects under the Parallel Encouragement Design
mediate.sed Estimating Average Causal Mediation Effects under the Single Experiment Design
mediate_tsls Two-stage Least Squares Estimation of the Average Causal Mediation Effects
mediation mediation: Parametric and non parametric mediation analysis.
mediations Causal Mediation Analysis for Multiple Outcome/Treatment/Mediator Combinations
medsens Sensitivity Analysis for Causal Mediation Effects
multimed Estimation and Sensitivity Analysis for Multiple Causal Mechanisms
plot.ivmediate Plotting Local Indirect, Direct, and Total Effects from Mediation Analysis with Treatment Noncompliance
plot.mediate Plotting Indirect, Direct, and Total Effects from Mediation Analysis
plot.mediate.mer Plotting Indirect, Direct, and Total Effects from Mediation Analysis of Multilevel Models
plot.mediate.order Plotting Indirect, Direct, and Total Effects from Mediation Analysis
plot.mediations Plotting Indirect, Direct, and Total Effects from Multiple Mediation Analyses
plot.mediations.order Plotting Indirect, Direct, and Total Effects from Multiple Mediation Analyses
plot.medsens Plotting Results from Sensitivity Analysis for Causal Mediation Effects
plot.multimed Plotting the Results of Causal Mediation Analysis for Multiple Mechanisms
print.htest.order Significance Test for Treatment-Mediator Interaction in Causal Mediation Analysis
print.summary.ivmediate Summarizing Output from Mediation Analysis with Treatment Noncompliance
print.summary.mediate Summarizing Output from Mediation Analysis
print.summary.mediate.design Summarizing Output from Design Based Mediation Analysis
print.summary.mediate.mer Summarizing Output from Mediation Analysis of Multilevel Models
print.summary.mediate.mer.2 Summarizing Output from Mediation Analysis of Multilevel Models
print.summary.mediate.mer.3 Summarizing Output from Mediation Analysis of Multilevel Models
print.summary.mediate.order Summarizing Output from Mediation Analysis
print.summary.mediations Summarizing Output from Multiple Mediation Analyses
print.summary.mediations.order Summarizing Output from Multiple Mediation Analyses
print.summary.medsens Summarizing Results from Sensitivity Analysis for Causal Mediation Effects
print.summary.multimed Summarizing Output from Mediation Analysis with Multiple Mechanisms
print.test.modmed.mediate Significance Test for Moderated Mediation
print.test.modmed.mediate.order Significance Test for Moderated Mediation
school School-level data
student Hypothetical student-level data
summary.ivmediate Summarizing Output from Mediation Analysis with Treatment Noncompliance
summary.mediate Summarizing Output from Mediation Analysis
summary.mediate.design Summarizing Output from Design Based Mediation Analysis
summary.mediate.mer Summarizing Output from Mediation Analysis of Multilevel Models
summary.mediate.order Summarizing Output from Mediation Analysis
summary.mediations Summarizing Output from Multiple Mediation Analyses
summary.mediations.order Summarizing Output from Multiple Mediation Analyses
summary.medsens Summarizing Results from Sensitivity Analysis for Causal Mediation Effects
summary.multimed Summarizing Output from Mediation Analysis with Multiple Mechanisms
test.modmed Significance Test for Moderated Mediation
test.modmed.default Significance Test for Moderated Mediation
test.modmed.mediate Significance Test for Moderated Mediation
test.modmed.mediate.order Significance Test for Moderated Mediation
test.TMint Significance Test for Treatment-Mediator Interaction in Causal Mediation Analysis
test.TMint.default Significance Test for Treatment-Mediator Interaction in Causal Mediation Analysis
test.TMint.mediate Significance Test for Treatment-Mediator Interaction in Causal Mediation Analysis
test.TMint.mediate.order Significance Test for Treatment-Mediator Interaction in Causal Mediation Analysis