On Causality
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Language: en
Pages: 487
Pages: 487
Type: BOOK - Published: 2009-09-14 - Publisher: Cambridge University Press
Causality offers the first comprehensive coverage of causal analysis in many sciences, including recent advances using graphical methods. Pearl presents a unifi
Language: en
Pages: 953
Pages: 953
Type: BOOK - Published: 2011-03-17 - Publisher: Oxford University Press
Why do ideas of how mechanisms relate to causality and probability differ so much across the sciences? Can progress in understanding the tools of causal inferen
Language: en
Pages: 352
Pages: 352
Type: BOOK - Published: 2019-07-07 - Publisher: CRC Press
The application of causal inference methods is growing exponentially in fields that deal with observational data. Written by pioneers in the field, this practic
Language: en
Pages: 240
Pages: 240
Type: BOOK - Published: 2016-08-12 - Publisher: MIT Press
Explores actual causality, and such related notions as degree of responsibility, degree of blame, and causal explanation. The goal is to arrive at a definition
Language: en
Pages: 432
Pages: 432
Type: BOOK - Published: 2018-05-15 - Publisher: Basic Books
A Turing Award-winning computer scientist and statistician shows how understanding causality has revolutionized science and will revolutionize artificial intell