Summarizing Output from Mediation Analysis with Multiple Mechanisms
Function to report results from the multimed function.
## S3 method for class 'multimed' summary(object, ...) ## S3 method for class 'summary.multimed' print(x, ...)
object |
object of class |
... |
additional arguments affecting the summary produced. |
x |
output from the summary function. |
Teppei Yamamoto, Massachusetts Institute of Technology, teppei@mit.edu.
Tingley, D., Yamamoto, T., Hirose, K., Imai, K. and Keele, L. (2014). "mediation: R package for Causal Mediation Analysis", Journal of Statistical Software, Vol. 59, No. 5, pp. 1-38.
Imai, K. and Yamamoto, T. (2012) Identification and Sensitivity Analysis for Multiple Causal Mechanisms: Revisiting Evidence from Framing Experiments, typescript.
## Not run:
# Replicates Figure 3 (right column) of Imai and Yamamoto (2012)
# Note: # of bootstrap samples set low for quick illustration
data(framing)
Xnames <- c("age", "educ", "gender", "income")
res <- multimed("immigr", "emo", "p_harm", "treat", Xnames,
data = framing, sims = 10)
summary(res)
plot(res, type = "point")
plot(res, type = c("sigma", "R2-total"), tgroup = "average")
## End(Not run)Please choose more modern alternatives, such as Google Chrome or Mozilla Firefox.