Causality

Causality
Author: Judea Pearl
Publisher: Cambridge University Press
Total Pages: 487
Release: 2009-09-14
Genre: Computers
ISBN: 052189560X
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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 unified account of the probabilistic, manipulative, counterfactual and structural approaches to causation, and devises simple mathematical tools for analyzing the relationships between causal connections, statistical associations, actions and observations. The book will open the way for including causal analysis in the standard curriculum of statistics, artificial intelligence ...


Causality
Language: en
Pages: 487

Causality

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

GET EBOOK

Causality offers the first comprehensive coverage of causal analysis in many sciences, including recent advances using graphical methods. Pearl presents a unifi
Causal Inference
Language: en
Pages: 352

Causal Inference

Authors: Miquel A. Hernan
Categories: Medical
Type: BOOK - Published: 2019-07-07 - Publisher: CRC Press

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The application of causal inference methods is growing exponentially in fields that deal with observational data. Written by pioneers in the field, this practic
Actual Causality
Language: en
Pages: 240

Actual Causality

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
Symmetry, Causality, Mind
Language: en
Pages: 644

Symmetry, Causality, Mind

Authors: Michael Leyton
Categories: Philosophy
Type: BOOK - Published: 1992 - Publisher: MIT Press

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In this investigation of the psychological relationship between shape and time, Leyton argues compellingly that shape is used by the mind to recover the past an
Causality and Causal Modelling in the Social Sciences
Language: en
Pages: 236

Causality and Causal Modelling in the Social Sciences

Authors: Federica Russo
Categories: Social Science
Type: BOOK - Published: 2008-09-18 - Publisher: Springer Science & Business Media

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This investigation into causal modelling presents the rationale of causality, i.e. the notion that guides causal reasoning in causal modelling. It is argued tha