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Cause and Correlation in Biology
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Pages: 330
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Categories: Mathematics
Type: BOOK - Published: 2002-08 - Publisher: Cambridge University Press

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This book goes beyond the truism that 'correlation does not imply causation' and explores the logical and methodological relationships between correlation and c
The Book of Why
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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
Actual Causality
Language: en
Pages: 240
Authors: Joseph Y. Halpern
Categories: Computers
Type: BOOK - Published: 2016-08-12 - Publisher: MIT Press

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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
Causality
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Authors: Judea Pearl
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Type: BOOK - Published: 2009-09-14 - Publisher: Cambridge University Press

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Causality offers the first comprehensive coverage of causal analysis in many sciences, including recent advances using graphical methods. Pearl presents a unifi
Spurious Correlations
Language: en
Pages: 303
Authors: Tyler Vigen
Categories: Humor
Type: BOOK - Published: 2015-05-12 - Publisher: Hachette Books

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"Spurious Correlations ... is the most fun you'll ever have with graphs." -- Bustle Military intelligence analyst and Harvard Law student Tyler Vigen illustrate