Brader, Valentino and Suhay (2008) Framing Experiment Data
Causal Mediation Analysis
Function for combining outputs from mediations function and calculating
quantities of interest. For use with multiple imputation procedures.
Example Data for the Crossover Encouragement Design
Estimating Average Causal Mediation Effects under the Crossover Encouragement
Design
Plotting Indirect, Direct, and Total Effects from Mediation Analysis of
Multilevel Models
Plotting Indirect, Direct, and Total Effects from Multiple Mediation Analyses
mediation: Parametric and non parametric mediation analysis.
Causal Mediation Analysis for Multiple Outcome/Treatment/Mediator
Combinations
Sensitivity Analysis for Causal Mediation Effects
Estimation and Sensitivity Analysis for Multiple Causal Mechanisms
Hypothetical student-level data
Plotting Indirect, Direct, and Total Effects from Mediation Analysis
School-level data
Plotting Local Indirect, Direct, and Total Effects from Mediation Analysis
with Treatment Noncompliance
Summarizing Output from Multiple Mediation Analyses
Significance Test for Moderated Mediation
Summarizing Results from Sensitivity Analysis for Causal Mediation Effects
Two-stage Least Squares Estimation of the Average Causal Mediation Effects
Estimating Average Causal Mediation Effects under the Single Experiment
Design
Summarizing Output from Mediation Analysis of Multilevel Models
Summarizing Output from Design Based Mediation Analysis
Summarizing Output from Mediation Analysis with Treatment Noncompliance
Significance Test for Treatment-Mediator Interaction in Causal Mediation
Analysis
Summarizing Output from Mediation Analysis with Multiple Mechanisms
Summarizing Output from Mediation Analysis
Plotting the Results of Causal Mediation Analysis for Multiple Mechanisms
Plotting Results from Sensitivity Analysis for Causal Mediation Effects
Computing Bounds on Average Causal Mediation Effects under the Parallel
Encouragement Design
JOBS II data
Causal Mediation Analysis with Treatment Noncompliance
Example Data for the Design Functions
Estimating Average Causal Mediation Effects under the Parallel Design