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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: 226
Pages: 226
Type: BOOK - Published: 2005-07-28 - Publisher: Oxford University Press
Human beings are active agents who can think. To understand how thought serves action requires understanding how people conceive of the relation between cause a
Language: en
Pages: 236
Pages: 236
Type: BOOK - Published: 2008-09-18 - Publisher: Springer Science & Business Media
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
Language: en
Pages: 254
Pages: 254
Type: BOOK - Published: 2001 - Publisher: MIT Press
This title provides an introduction to assumptions, algorithms, and techniques of causal Bayes nets and graphical causal models in the context of psychological
Language: en
Pages: 289
Pages: 289
Type: BOOK - Published: 2017-11-29 - Publisher: MIT Press
A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning. The mathematization of causality is