summary.mediate.design: Summarizing Output from Design Based Mediation Analysis

In carter-allen/mediation: Causal Mediation Analysis

Description

Function to report results from design based mediation analysis. Reported categories differ depending on the design and assumptions used.

Usage

  ## S3 method for class 'mediate.design'
summary(object, ...)

  ## S3 method for class 'summary.mediate.design'
print(x, ...)

Arguments

object	object of class mediate.design, typically output from a function for design-based mediation analysis (such as mediate.sed).
x	output from the summary function.
...	additional arguments affecting the summary produced.

Author(s)

Dustin Tingley, Harvard University, [e-mail]; Teppei Yamamoto, Massachusetts Institute of Technology, [e-mail].

References

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., Tingley, D. and Yamamoto, T. (2012) Experimental Designs for Identifying Causal Mechanisms. Journal of the Royal Statistical Society, Series A (Statistics in Society)

Imai, K., Keele, L., Tingley, D. and Yamamoto, T. (2011). Unpacking the Black Box of Causality: Learning about Causal Mechanisms from Experimental and Observational Studies, American Political Science Review, Vol. 105, No. 4 (November), pp. 765-789.

Imai, K., Keele, L. and Yamamoto, T. (2010) Identification, Inference, and Sensitivity Analysis for Causal Mediation Effects, Statistical Science, Vol. 25, No. 1 (February), pp. 51-71.

Imai, K., Keele, L., Tingley, D. and Yamamoto, T. (2009) "Causal Mediation Analysis Using R" in Advances in Social Science Research Using R, ed. H. D. Vinod New York: Springer.

See Also

mediate, plot.mediate, summary.

carter-allen/mediation documentation built on Nov. 4, 2019, 8:45 a.m.