Causal Mediation Analysis
Function for combining outputs from mediations function and calculatin...
Causal Mediation Analysis with Treatment Noncompliance
Estimating Average Causal Mediation Effects under the Crossover Encour...
Estimating Average Causal Mediation Effects under the Parallel Design
Computing Bounds on Average Causal Mediation Effects under the Paralle...
Causal Mediation Analysis
Estimating Average Causal Mediation Effects under the Single Experimen...
Two-stage Least Squares Estimation of the Average Causal Mediation Eff...
mediation: Parametric and non parametric mediation analysis.
Causal Mediation Analysis for Multiple Outcome/Treatment/Mediator Comb...
Sensitivity Analysis for Causal Mediation Effects
Estimation and Sensitivity Analysis for Multiple Causal Mechanisms
Plotting Local Indirect, Direct, and Total Effects from Mediation Anal...
Plotting Indirect, Direct, and Total Effects from Mediation Analysis o...
Plotting Indirect, Direct, and Total Effects from Mediation Analysis
Plotting Indirect, Direct, and Total Effects from Multiple Mediation A...
Plotting Results from Sensitivity Analysis for Causal Mediation Effect...
Plotting the Results of Causal Mediation Analysis for Multiple Mechani...
Summarizing Output from Mediation Analysis with Treatment Noncomplianc...
Summarizing Output from Design Based Mediation Analysis
Summarizing Output from Mediation Analysis of Multilevel Models
Summarizing Output from Mediation Analysis
Summarizing Output from Multiple Mediation Analyses
Summarizing Results from Sensitivity Analysis for Causal Mediation Eff...
Summarizing Output from Mediation Analysis with Multiple Mechanisms
Significance Test for Moderated Mediation
Significance Test for Treatment-Mediator Interaction in Causal Mediati...
We implement parametric and non parametric mediation analysis. This package performs the methods and suggestions in Imai, Keele and Yamamoto (2010) <DOI:10.1214/10-STS321>, Imai, Keele and Tingley (2010) <DOI:10.1037/a0020761>, Imai, Tingley and Yamamoto (2013) <DOI:10.1111/j.1467-985X.2012.01032.x>, Imai and Yamamoto (2013) <DOI:10.1093/pan/mps040> and Yamamoto (2013) <http://web.mit.edu/teppei/www/research/IVmediate.pdf>. In addition to the estimation of causal mediation effects, the software also allows researchers to conduct sensitivity analysis for certain parametric models.