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Actual Causation and the Art of Modeling

Halpern, Joseph Y. and Hitchcock, Christopher (2010) Actual Causation and the Art of Modeling. In: Heuristics, Probability, and Causality: a Tribute to Judea Pearl. Tributes (London, England). No.11. College Publications , London, pp. 383-406. ISBN 9781904987666. https://resolver.caltech.edu/CaltechAUTHORS:20140408-142244668

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Abstract

[Introduction] In The Graduate, Benjamin Braddock (Dustin Hoffman) is told that the future can be summed up in one word: “Plastics”. One of us (Halpern) recalls that in roughly 1990, Judea Pearl told him that the future was in causality. Pearl’s own research was largely focused on causality in the years after that; his seminal contributions are widely known. We were among the many influenced by his work. We discuss one aspect of it, actual causation, in this article, although a number of our comments apply to causal modeling more generally.


Item Type:Book Section
Related URLs:
URLURL TypeDescription
http://www.collegepublications.co.uk/tributes/?00011PublisherBook Publisher
http://arxiv.org/abs/1106.2652arXivSubmitted Version
Additional Information:© 2010 College Publications. We thank Wolfgang Spohn for useful comments. Joseph Halpern was supported in part by NSF grants IIS-0534064 and IIS-08l2045, and by AFOSR grants FA9550-08-1-0438 and FA9550-05-1-0055.
Funders:
Funding AgencyGrant Number
NSFIIS-0534064
NSFIIS-08l2045
Air Force Office of Scientific Research (AFOSR)FA9550-08-1-0438
Air Force Office of Scientific Research (AFOSR)FA9550-05-1-0055
Series Name:Tributes (London, England)
Issue or Number:11
Record Number:CaltechAUTHORS:20140408-142244668
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20140408-142244668
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:44785
Collection:CaltechAUTHORS
Deposited By: Susan Vite
Deposited On:16 Apr 2014 15:34
Last Modified:03 Oct 2019 06:22

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