Experimental indistinguishability of causal structures

Philosophy of Science

Volumn 80, Issue 5, 2013, Pages 684-696

  Eberhardt, Frederick ^a  

^a CALIFORNIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84891960605     PISSN: 00318248     EISSN: None     Source Type: Journal    
DOI: 10.1086/673865     Document Type: Article

References (11)

1. Eberhardt, Frederick. 2013. "Direct Causes." Unpublished manuscript, PhilSci Archive. http://philsci-archive.pitt.edu/9502/.
2. Eberhardt, Frederick, Clark Glymour, and Richard Scheines. 2005. "On the Number of Experiments Sufficient and in the Worst Case Necessary to Identify All Causal Relations among n Variables." In Proceedings of the 21st Conference on Uncertainty and Artificial Intelligence, ed.Fahiem Bacchus and Tommi Jaakkola, 178-184. Arlington, VA: AUAI.
3. Eberhardt, Frederick, Patrik O. Hoyer, and Richard Scheines. 2010. "Combining Experiments to Discover Linear Cyclic Models with Latent Variables." AISTATS 2010 conference proceedings. Journal of Machine Learning Research: Workshop and Conference Proceedings. Vol. 9. http://machinelearning.wustl.edu/mlpapers/papers/AISTATS2010_EberhardtHS10.
4. Fisher, Ronald A. 1935. The Design of Experiments. New York: Hafner.
5. Geiger, Dan, Thomas Verma, and Judea Pearl. 1990. "Identifying Independence in Bayesian Networks." Networks 20:507-34.
6. Hyttinen, Antti, Frederick Eberhardt, and Patrik O. Hoyer. 2011. "Noisy-or Models with Latent Confounding." In Proceedings of the 27th Conference on Uncertainty and Artificial Intelligence, ed. Fabio G. Cozman and Avi Pfeffer. Corvallis, OR: AUAI
7. Pearl, Judea. 2000. Causality. Oxford: Oxford University Press.
8. Shimizu, Shohei, Patrik O. Hoyer, Aapo Hyvarinen, and Antti J. Kerminen. 2006. "A Linear Non-Gaussian Acyclic Model for Causal Discovery." Journal of Machine Learning Research 7:2003-2030.
9. Spirtes, Peter, Clark Glymour, and Richard Scheines. 2000. Causation, Prediction and Search. Cambridge, MA: MIT Press.
10. Strevens, Michael. 2008. "Comments on Woodward, Making Things Happen." Philosophy and Phenomenological Research 77:171-192.
11. Woodward, James. 2003. Making Things Happen. Oxford: Oxford University Press.