Causality

This book PDF is perfect for those who love Computers genre, written by Judea Pearl and published by Cambridge University Press which was released on 14 September 2009 with total hardcover pages 487. You could read this book directly on your devices with pdf, epub and kindle format, check detail and related Causality books below.

Causality

Author	: Judea Pearl
File Size	: 40,5 Mb
Publisher	: Cambridge University Press
Language	: English
Release Date	: 14 September 2009
ISBN	: 9780521895606
Pages	: 487 pages

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Causality by Judea Pearl Book PDF Summary

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 by Judea Pearl

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Actual Causality by Joseph Y. Halpern

A new approach for defining causality and such related notions as degree of responsibility, degrees of blame, and causal explanation. Causality plays a central role in the way people structure the world; we constantly seek causal explanations for our observations. But what does it even mean that an event C “

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Causal Inference by Miquel A. Hernan,James M. Robins

The application of causal inference methods is growing exponentially in fields that deal with observational data. Written by pioneers in the field, this practical book presents an authoritative yet accessible overview of the methods and applications of causal inference. With a wide range of detailed, worked examples using real epidemiologic

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Symmetry Causality Mind by Michael Leyton

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 and as such it forms a basis for memory. Michael Leyton's arguments about the nature of perception and cognition are fascinating, exciting, and sure to

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Causality and Causal Modelling in the Social Sciences by Federica Russo

This investigation into causal modelling presents the rationale of causality, i.e. the notion that guides causal reasoning in causal modelling. It is argued that causal models are regimented by a rationale of variation, nor of regularity neither invariance, thus breaking down the dominant Human paradigm. The notion of variation

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A Logical Theory of Causality by Alexander Bochman

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 formal theory of causal reasoning as a logical study of causal models, reasoning, and inference, basing it on a supposition that causal reasoning is not

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Causality in the Sciences by Phyllis McKay Illari,Federica Russo,Jon Williamson

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 inference in some sciences lead to progress in others? This book tackles these questions and others concerning the use of causality in the sciences.

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The Law of Causality and Its Limits by Philipp Frank

The Law of Causality and its Limits was the principal philosophical work of the physicist turned philosopher, Philipp Frank. Born in Vienna on March 20, 1884, Frank died in Cambridge, Massachusetts on July 21, 1966. He received his doctorate in 1907 at the University of Vienna in theoretical physics, having studied under Ludwig Boltzmann; his

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