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Time and Causality Across the Sciences
Language: en
Pages: 273
Authors: Samantha Kleinberg
Categories: Computers
Type: BOOK - Published: 2019-09-26 - Publisher: Cambridge University Press

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Explores the critical role time plays in our understanding of causality, across psychology, biology, physics and the social sciences.
Causality in the Sciences
Language: en
Pages: 953
Authors: Phyllis McKay Illari
Categories: Mathematics
Type: BOOK - Published: 2011-03-17 - Publisher: Oxford University Press

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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
Causality, Probability, and Time
Language: en
Pages: 269
Authors: Samantha Kleinberg
Categories: Computers
Type: BOOK - Published: 2013 - Publisher: Cambridge University Press

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Presents a new approach to causal inference and explanation, addressing both the timing and complexity of relationships.
Causation in Science
Language: en
Pages: 221
Authors: Yemima Ben-Menahem
Categories: Science
Type: BOOK - Published: 2018-06-12 - Publisher: Princeton University Press

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This book explores the role of causal constraints in science, shifting our attention from causal relations between individual events--the focus of most philosop
The Book of Why
Language: en
Pages: 432
Authors: Judea Pearl
Categories: Computers
Type: BOOK - Published: 2018-05-15 - Publisher: Basic Books

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A Turing Award-winning computer scientist and statistician shows how understanding causality has revolutionized science and will revolutionize artificial intell