A Logical Theory Of Causality
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A Logical Theory Of Causality
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Author : Alexander Bochman
language : en
Publisher: MIT Press
Release Date : 2021-08-17
A Logical Theory Of Causality written by Alexander Bochman and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-17 with Computers categories.
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 a competitor of logical reasoning but its complement for situations lacking logically sufficient data or knowledge. Bochman also explores the relationship of this theory with the popular structural equation approach to causality proposed by Judea Pearl and explores several applications ranging from artificial intelligence to legal theory, including abduction, counterfactuals, actual and proximate causality, dynamic causal models, and reasoning about action and change in artificial intelligence. As logical preparation, before introducing causal concepts, Bochman describes an alternative, situation-based semantics for classical logic that provides a better understanding of what can be captured by purely logical means. He then presents another prerequisite, outlining those parts of a general theory of nonmonotonic reasoning that are relevant to his own theory. These two components provide a logical background for the main, two-tier formalism of the causal calculus that serves as the formal basis of his theory. He presents the main causal formalism of the book as a natural generalization of classical logic that allows for causal reasoning. This provides a formal background for subsequent chapters. Finally, Bochman presents a generalization of causal reasoning to dynamic domains.
The Logic Of Causation
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Author : Avi Sion
language : en
Publisher: Avi Sion
Release Date : 2010-05-17
The Logic Of Causation written by Avi Sion and has been published by Avi Sion this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-05-17 with Philosophy categories.
The Logic of Causation is a treatise of formal logic and of aetiology. It is an original and wide-ranging investigation of the definition of causation (deterministic causality) in all its forms, and of the deduction and induction of such forms. The work was carried out in three phases over a dozen years (1998-2010), each phase introducing more sophisticated methods than the previous to solve outstanding problems. This study was intended as part of a larger work on causal logic, which additionally treats volition and allied cause-effect relations (2004).
Making A Difference
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Author : Helen Beebee
language : en
Publisher: Oxford University Press
Release Date : 2017
Making A Difference written by Helen Beebee and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017 with Philosophy categories.
"Making a difference' presents fifteen original essays on causation and counterfactuals by an international team of experts. Collectively, they represent the state of the art on these topics. The essays in this volume are inspired by the life and work of Peter Menzies, who made a difference in the lives of students, colleagues, and friends. Topics covered include: the semantics of counterfactuals, agency theories of causation, the context-sensitivity of causal claims, structural equation models, mechanisms, mental causation, causal exclusion argument, free will, and the consequence argument."--Publisher's website.
The Logic Of Causation
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Author : Avi Sion
language : en
Publisher: CreateSpace
Release Date : 2014-01
The Logic Of Causation written by Avi Sion and has been published by CreateSpace this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-01 with Science categories.
The Logic of Causation is a treatise of formal logic and of aetiology. It is an original and wide-ranging investigation of the definition of causation (deterministic causality) in all its forms, and of the deduction and induction of such forms. The work was carried out in three phases over a dozen years (1998-2010), each phase introducing more sophisticated methods than the previous to solve outstanding problems. The Logic of Causation deals with the main technicalities relating to reasoning about causation. Once all the deductive characteristics of causation in all its forms have been treated, and we have gained an understanding as to how it is induced, we are able to discuss more intelligently its epistemological and ontological status. In this context, past theories of causation are reviewed and evaluated.
Causation And Conditionals
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Author : Ernest Sosa
language : en
Publisher: Oxford University Press, USA
Release Date : 1975
Causation And Conditionals written by Ernest Sosa and has been published by Oxford University Press, USA this book supported file pdf, txt, epub, kindle and other format this book has been release on 1975 with Philosophy categories.
Causation and Conditionals
A Probabilistic Theory Of Causality
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Author : Patrick Suppes
language : en
Publisher: North-Holland
Release Date : 1970
A Probabilistic Theory Of Causality written by Patrick Suppes and has been published by North-Holland this book supported file pdf, txt, epub, kindle and other format this book has been release on 1970 with Causation categories.
Causality
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Author : Judea Pearl
language : en
Publisher: Cambridge University Press
Release Date : 2000-03-13
Causality written by Judea Pearl and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-03-13 with Science categories.
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 and statistical associations. The book will facilitate the incorporation of causal analysis as an integral part of the standard curriculum in statistics, business, epidemiology, social science and economics. Causality will be of interest to professionals and students in the fields of statistics, artificial intelligence, philosophy, cognitive science, and the health and social sciences.
Causal Inference
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Author : K. J. Rothman
language : en
Publisher: Kenneth Rothman
Release Date : 1988
Causal Inference written by K. J. Rothman and has been published by Kenneth Rothman this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Causation categories.
The Cement Of The Universe
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Author : J. L. Mackie
language : en
Publisher: Clarendon Press
Release Date : 1980-09-18
The Cement Of The Universe written by J. L. Mackie and has been published by Clarendon Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1980-09-18 with Philosophy categories.
Studies causation both as a concept and as it is 'in the objects.' Offers new accounts of the logic of singular causal statements, the form of causal regularities, the detection of causal relationships, the asymmetry of cause and effect, and necessary connection, and it relates causation to functional and statistical laws and to teleology.
Causality Ii A Theory Of Energy Time And Space
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Author : Ilija Baruk?i?
language : en
Publisher: Lulu.com
Release Date : 2008-11-07
Causality Ii A Theory Of Energy Time And Space written by Ilija Baruk?i? and has been published by Lulu.com this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-11-07 with Science categories.
---------- Volume 2 (August 21th, 2010) ---------- : This highly original book gives an exact insight into the philosophical, logical, mathematical and physical foundations of causality.Causality is designed to provide both, the new methodology for making causal inferences on the basis of (non-) experimental data and the underlying theory. The new mathematical tools for evaluating causal relationships from (non-) experimental data are presented in the simplest and most intelligible form.Causality is thus an excellent book for self study and a pragmatic help for researchers. Anyone who wishes to elucidate cause effect relationships from (non-) experimental data will find this book invaluable. The reader will enjoy to read and use this book. Finally, a unified mathematical and statistical model of causation is available.