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To cite 'mediation' in publications use:
Tingley D, Yamamoto T, Hirose K, Keele L, Imai K (2014). “mediation: R Package for Causal Mediation Analysis.” Journal of Statistical Software, 59(5), 1–38. http://www.jstatsoft.org/v59/i05/.
For the underlying methods please cite the following papers:
Imai K, Keele L, Yamamoto T (2010). “Identification, Inference, and Sensitivity Analysis for Causal Mediation Effects.” Statistical Science, 25(1), 51–71. http://imai.princeton.edu/research/mediation.html.
Imai K, Keele L, Tingley D (2010). “A General Approach to Causal Mediation Analysis.” Psychological Methods, 15(4), 309–334. http://imai.princeton.edu/research/BaronKenny.html.
Imai K, Keele L, Tingley D, Yamamoto T (2011). “Unpacking the Black Box of Causality: Learning about Causal Mechanisms from Experimental and Observational Studies.” American Political Science Review, 105(4), 765–789. http://imai.princeton.edu/research/mediationP.html.
Imai K, Yamamoto T (2013). “Identification and Sensitivity Analysis for Multiple Causal Mechanisms: Revisiting Evidence from Framing Experiments.” Political Analysis, 21(2), 141–171. http://imai.princeton.edu/research/medsens.html.
Imai K, Keele L, Tingley D, Yamamoto T (2010). “Causal Mediation Analysis Using R.” In Vinod HD (ed.), Advances in Social Science Research Using R. Springer-Verlag, New York.
Corresponding BibTeX entries:
@Article{, title = {{mediation}: {R} Package for Causal Mediation Analysis}, author = {Dustin Tingley and Teppei Yamamoto and Kentaro Hirose and Luke Keele and Kosuke Imai}, journal = {Journal of Statistical Software}, year = {2014}, volume = {59}, number = {5}, pages = {1--38}, url = {http://www.jstatsoft.org/v59/i05/}, }
@Article{, title = {Identification, Inference, and Sensitivity Analysis for Causal Mediation Effects}, author = {Kosuke Imai and Luke Keele and Teppei Yamamoto}, journal = {Statistical Science}, year = {2010}, volume = {25}, number = {1}, pages = {51--71}, url = {http://imai.princeton.edu/research/mediation.html}, }
@Article{, title = {A General Approach to Causal Mediation Analysis}, author = {Kosuke Imai and Luke Keele and Dustin Tingley}, journal = {Psychological Methods}, year = {2010}, volume = {15}, number = {4}, pages = {309--334}, url = {http://imai.princeton.edu/research/BaronKenny.html}, }
@Article{, title = {Unpacking the Black Box of Causality: Learning about Causal Mechanisms from Experimental and Observational Studies}, author = {Kosuke Imai and Luke Keele and Dustin Tingley and Teppei Yamamoto}, journal = {American Political Science Review}, year = {2011}, volume = {105}, number = {4}, pages = {765--789}, url = {http://imai.princeton.edu/research/mediationP.html}, }
@Article{, title = {Identification and Sensitivity Analysis for Multiple Causal Mechanisms: Revisiting Evidence from Framing Experiments}, author = {Kosuke Imai and Teppei Yamamoto}, journal = {Political Analysis}, year = {2013}, volume = {21}, number = {2}, pages = {141--171}, url = {http://imai.princeton.edu/research/medsens.html}, }
@InCollection{, title = {Causal Mediation Analysis Using R}, author = {Kosuke Imai and Luke Keele and Dustin Tingley and Teppei Yamamoto}, booktitle = {Advances in Social Science Research Using R}, year = {2010}, editor = {H. D. Vinod}, publisher = {Springer-Verlag}, address = {New York}, }
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.