The Logic Of Causation
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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).
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 Causal Order
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Author : James A. Davis
language : en
Publisher: SAGE
Release Date : 1985-11
The Logic Of Causal Order written by James A. Davis and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 1985-11 with Medical categories.
Prof. Davis spells out the logical principles that underlie our ideas of causality and explains how to discover causal direction, irrespective of the statistical technique used. He stresses that knowledge of the 'real world' is important and that causal problems cannot be solved by statistical calculations alone.
Actual Causality
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Author : Joseph Y. Halpern
language : en
Publisher: MIT Press
Release Date : 2019-02-19
Actual Causality written by Joseph Y. Halpern and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-02-19 with Philosophy categories.
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 “actually caused” event E? The problem of defining actual causation goes beyond mere philosophical speculation. For example, in many legal arguments, it is precisely what needs to be established in order to determine responsibility. The philosophy literature has been struggling with the problem of defining causality since Hume. In this book, Joseph Halpern 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 of causality that matches our natural language usage and is helpful, for example, to a jury deciding a legal case, a programmer looking for the line of code that cause some software to fail, or an economist trying to determine whether austerity caused a subsequent depression. Halpern applies and expands an approach to causality that he and Judea Pearl developed, based on structural equations. He carefully formulates a definition of causality, and building on this, defines degree of responsibility, degree of blame, and causal explanation. He concludes by discussing how these ideas can be applied to such practical problems as accountability and program verification. Technical details are generally confined to the final section of each chapter and can be skipped by non-mathematical readers.
The Book Of Why
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Author : Judea Pearl
language : en
Publisher: Penguin UK
Release Date : 2018-05-15
The Book Of Why written by Judea Pearl and has been published by Penguin UK this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-15 with Philosophy categories.
The hugely influential book on how the understanding of causality revolutionized science and the world, by the pioneer of artificial intelligence 'Wonderful ... illuminating and fun to read' Daniel Kahneman, Nobel Prize-winner and author of Thinking, Fast and Slow 'Correlation does not imply causation.' For decades, this mantra was invoked by scientists in order to avoid taking positions as to whether one thing caused another, such as smoking and cancer, or carbon dioxide and global warming. But today, that taboo is dead. The causal revolution, sparked by world-renowned computer scientist Judea Pearl and his colleagues, has cut through a century of confusion and placed cause and effect on a firm scientific basis. Now, Pearl and science journalist Dana Mackenzie explain causal thinking to general readers for the first time, showing how it allows us to explore the world that is and the worlds that could have been. It is the essence of human and artificial intelligence. And just as Pearl's discoveries have enabled machines to think better, The Book of Why explains how we too can think better. 'Pearl's accomplishments over the last 30 years have provided the theoretical basis for progress in artificial intelligence and have redefined the term "thinking machine"' Vint Cerf
Perspectives On Causation
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Author : Elitzur A. Bar-Asher Siegal
language : en
Publisher: Springer Nature
Release Date : 2020-07-27
Perspectives On Causation written by Elitzur A. Bar-Asher Siegal and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-27 with Philosophy categories.
This book explores relationships and maps out intersections between discussions on causation in three scientific disciplines: linguistics, philosophy, and psychology. The book is organized in five thematic parts, investigating connections between philosophical and linguistic studies of causation; presenting novel methodologies for studying the representation of causation; tackling central issues in syntactic and semantic representation of causal relations; and introducing recent advances in philosophical thinking on causation. Beyond its thematic organization, readers will find several recurring topics throughout this book, such as the attempt to reduce causality to other non-causal terms; causal pluralism vs. one all-encompassing account for causation; causal relations pertaining to the mental as opposed to the physical realm, and more. This collection also lays the foundation for questioning whether it is possible to evaluate available philosophical approaches to causation against the variety of linguistic phenomena ranging across diverse lexical and grammatical items, such as bound morphemes, prepositions, connectives, and verbs. Above all, it lays the groundwork for considering whether the fruits of the psychological-cognitive study of the perception of causal relations may contribute to linguistic and philosophical studies, and whether insights from linguistics can benefit the other two disciplines.
The Reception Of Kant S Critical Philosophy
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Author : Sally S. Sedgwick
language : en
Publisher: Cambridge University Press
Release Date : 2000-05-22
The Reception Of Kant S Critical Philosophy written by Sally S. Sedgwick 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 2000-05-22 with Philosophy categories.
A collection of major essays on the most important periods of philosophical history, published in 2000.
Causality
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Author : Judea Pearl
language : en
Publisher: Cambridge University Press
Release Date : 2009-09-14
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 2009-09-14 with Computers 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, statistical associations, actions and observations. The book will open the way for including causal analysis in the standard curriculum of statistics, artificial intelligence ...
The Art Of Logic
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Author : Avi Sion
language : en
Publisher: Avi Sion
Release Date : 2024-07-12
The Art Of Logic 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 2024-07-12 with Education categories.
The Art of Logic by Avi Sion is a collection of recent essays on various topics in logic theory and in applied logic. The same faculty and art of logic is called for in formulating theoretical logic and in applying its findings to diverse fields. The essays here collected deal with some very important issues in logic, philosophy, and spirituality, which he had not previously treated in as much detail if at all.
Logically Fallacious
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Author : Bo Bennett
language : en
Publisher: eBookIt.com
Release Date : 2012-02-19
Logically Fallacious written by Bo Bennett and has been published by eBookIt.com this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-02-19 with Education categories.
This book is a crash course in effective reasoning, meant to catapult you into a world where you start to see things how they really are, not how you think they are. The focus of this book is on logical fallacies, which loosely defined, are simply errors in reasoning. With the reading of each page, you can make significant improvements in the way you reason and make decisions. Logically Fallacious is one of the most comprehensive collections of logical fallacies with all original examples and easy to understand descriptions, perfect for educators, debaters, or anyone who wants to improve his or her reasoning skills. "Expose an irrational belief, keep a person rational for a day. Expose irrational thinking, keep a person rational for a lifetime." - Bo Bennett This 2021 Edition includes dozens of more logical fallacies with many updated examples.