Causality

Causality
Author :
Publisher : Cambridge University Press
Total Pages : 487
Release :
ISBN-10 : 9780521895606
ISBN-13 : 052189560X
Rating : 4/5 (06 Downloads)

Book Synopsis Causality by : Judea Pearl

Download or read book Causality written by Judea Pearl and published by Cambridge University Press. This book was released on 2009-09-14 with total page 487 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Related Books

Causality
Language: en
Pages: 487
Authors: Judea Pearl
Categories: Computers
Type: BOOK - Published: 2009-09-14 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

Causality offers the first comprehensive coverage of causal analysis in many sciences, including recent advances using graphical methods. Pearl presents a unifi
Actual Causality
Language: en
Pages: 240
Authors: Joseph Y. Halpern
Categories: Computers
Type: BOOK - Published: 2016-08-12 - Publisher: MIT Press

DOWNLOAD EBOOK

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
A Logical Theory of Causality
Language: en
Pages: 367
Authors: Alexander Bochman
Categories: Computers
Type: BOOK - Published: 2021-08-17 - Publisher: MIT Press

DOWNLOAD EBOOK

A general formal theory of causal reasoning as a logical study of causal models, reasoning, and inference. In this book, Alexander Bochman presents a general fo
Symmetry, Causality, Mind
Language: en
Pages: 644
Authors: Michael Leyton
Categories: Philosophy
Type: BOOK - Published: 1992 - Publisher: MIT Press

DOWNLOAD EBOOK

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

DOWNLOAD EBOOK

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