The Oxford Handbook of Causal Reasoning

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Publisher : Oxford University Press
ISBN 13 : 0199399557
Total Pages : 769 pages
Book Rating : 4.1/5 (993 download)

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Book Synopsis The Oxford Handbook of Causal Reasoning by : Michael Waldmann

Download or read book The Oxford Handbook of Causal Reasoning written by Michael Waldmann and published by Oxford University Press. This book was released on 2017 with total page 769 pages. Available in PDF, EPUB and Kindle. Book excerpt: Causal reasoning is one of our most central cognitive competencies, enabling us to adapt to our world. Causal knowledge allows us to predict future events, or diagnose the causes of observed facts. We plan actions and solve problems using knowledge about cause-effect relations. Without our ability to discover and empirically test causal theories, we would not have made progress in various empirical sciences. The handbook brings together the leading researchers in the field of causal reasoning and offers state-of-the-art presentations of theories and research. It provides introductions of competing theories of causal reasoning, and discusses its role in various cognitive functions and domains. The final section presents research from neighboring fields.

The Oxford Handbook of Causation

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Publisher : OUP Oxford
ISBN 13 : 0191629464
Total Pages : 816 pages
Book Rating : 4.1/5 (916 download)

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Book Synopsis The Oxford Handbook of Causation by : Helen Beebee

Download or read book The Oxford Handbook of Causation written by Helen Beebee and published by OUP Oxford. This book was released on 2012-01-12 with total page 816 pages. Available in PDF, EPUB and Kindle. Book excerpt: Causation is a central topic in many areas of philosophy. In metaphysics, philosophers want to know what causation is, and how it is related to laws of nature, probability, action, and freedom of the will. In epistemology, philosophers investigate how causal claims can be inferred from statistical data, and how causation is related to perception, knowledge and explanation. In the philosophy of mind, philosophers want to know whether and how the mind can be said to have causal efficacy, and in ethics, whether there is a moral distinction between acts and omissions and whether the moral value of an act can be judged according to its consequences. And causation is a contested concept in other fields of enquiry, such as biology, physics, and the law. This book provides an in-depth and comprehensive overview of these and other topics, as well as the history of the causation debate from the ancient Greeks to the logical empiricists. The chapters provide surveys of contemporary debates, while often also advancing novel and controversial claims; and each includes a comprehensive bibliography and suggestions for further reading. The book is thus the most comprehensive source of information about causation currently available, and will be invaluable for upper-level undergraduates through to professional philosophers.

The Oxford Handbook of Thinking and Reasoning

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Publisher : Oxford University Press
ISBN 13 : 0199313792
Total Pages : 865 pages
Book Rating : 4.1/5 (993 download)

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Book Synopsis The Oxford Handbook of Thinking and Reasoning by : Keith J. Holyoak

Download or read book The Oxford Handbook of Thinking and Reasoning written by Keith J. Holyoak and published by Oxford University Press. This book was released on 2013-05-23 with total page 865 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Oxford Handbook of Thinking and Reasoning brings together the contributions of many of the leading researchers in thinking and reasoning to create the most comprehensive overview of research on thinking and reasoning that has ever been available.

Causal Learning

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Publisher : Academic Press
ISBN 13 : 9780080863856
Total Pages : 442 pages
Book Rating : 4.8/5 (638 download)

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Book Synopsis Causal Learning by :

Download or read book Causal Learning written by and published by Academic Press. This book was released on 1996-09-26 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Psychology of Learning and Motivation publishes empirical and theoretical contributions in cognitive and experimental psychology, ranging from classical and instrumental conditions to complex learning and problem solving. This guest-edited special volume is devoted to current research and discussion on associative versus cognitive accounts of learning. Written by major investigators in the field, topics include all aspects of causal learning in an open forum in which different approaches are brought together. Up-to-date review of the literature Discusses recent controversies Presents major advances in understanding causal learning Synthesizes contrasting approaches Includes important empirical contributions Written by leading researchers in the field

The Oxford Handbook of Political Methodology

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Publisher : Oxford Handbooks of Political
ISBN 13 : 9780199286546
Total Pages : 880 pages
Book Rating : 4.2/5 (865 download)

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Book Synopsis The Oxford Handbook of Political Methodology by : Janet M. Box-Steffensmeier

Download or read book The Oxford Handbook of Political Methodology written by Janet M. Box-Steffensmeier and published by Oxford Handbooks of Political. This book was released on 2008 with total page 880 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Oxford Handbooks of Political Science are the essential guide to the state of political science today. With engaging contributions from major international scholars The Oxford Handbook of Political Methodology provides the key point of reference for anyone working throughout the discipline.

Causal Inference

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Publisher : Yale University Press
ISBN 13 : 0300251688
Total Pages : 585 pages
Book Rating : 4.3/5 (2 download)

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Book Synopsis Causal Inference by : Scott Cunningham

Download or read book Causal Inference written by Scott Cunningham and published by Yale University Press. This book was released on 2021-01-26 with total page 585 pages. Available in PDF, EPUB and Kindle. Book excerpt: An accessible, contemporary introduction to the methods for determining cause and effect in the social sciences "Causation versus correlation has been the basis of arguments--economic and otherwise--since the beginning of time. Causal Inference: The Mixtape uses legit real-world examples that I found genuinely thought-provoking. It's rare that a book prompts readers to expand their outlook; this one did for me."--Marvin Young (Young MC) Causal inference encompasses the tools that allow social scientists to determine what causes what. In a messy world, causal inference is what helps establish the causes and effects of the actions being studied--for example, the impact (or lack thereof) of increases in the minimum wage on employment, the effects of early childhood education on incarceration later in life, or the influence on economic growth of introducing malaria nets in developing regions. Scott Cunningham introduces students and practitioners to the methods necessary to arrive at meaningful answers to the questions of causation, using a range of modeling techniques and coding instructions for both the R and the Stata programming languages.

Causation with a Human Face

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Publisher : Oxford University Press
ISBN 13 : 0197585418
Total Pages : 425 pages
Book Rating : 4.1/5 (975 download)

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Book Synopsis Causation with a Human Face by : James Woodward

Download or read book Causation with a Human Face written by James Woodward and published by Oxford University Press. This book was released on 2021-10-11 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: The past few decades have seen an explosion of research on causal reasoning in philosophy, computer science, and statistics, as well as descriptive work in psychology. In Causation with a Human Face, James Woodward integrates these lines of research and argues for an understanding of how each can inform the other: normative ideas can suggest interesting experiments, while descriptive results can suggest important normative concepts. Woodward's overall framework builds on the interventionist treatment of causation that he developed in Making Things Happen. Normative ideas discussed include proposals about the role of invariant or stable relationships in successful causal reasoning and the notion of proportionality. He argues that these normative ideas are reflected in the causal judgments that people actually make as a descriptive matter. Woodward also discusses the common philosophical practice-particularly salient in philosophical accounts of causation--of appealing to intuitions or judgments about cases in support of philosophical theses. He explores how, properly understood, such appeals are not different in principle from appeals to results from empirical research, and demonstrates how they may serve as a useful source of information about causal cognition.

The Oxford Handbook of Cognitive Psychology

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Publisher : Oxford University Press
ISBN 13 : 0195376749
Total Pages : 1106 pages
Book Rating : 4.1/5 (953 download)

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Book Synopsis The Oxford Handbook of Cognitive Psychology by : Daniel Reisberg

Download or read book The Oxford Handbook of Cognitive Psychology written by Daniel Reisberg and published by Oxford University Press. This book was released on 2013-04-04 with total page 1106 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook is an essential, comprehensive resource for students and academics interested in topics in cognitive psychology, including perceptual issues, attention, memory, knowledge representation, language, emotional influences, judgment, problem solving, and the study of individual differences in cognition.

The Oxford Handbook of Causation

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Author :
Publisher : Oxford University Press
ISBN 13 : 0191629456
Total Pages : pages
Book Rating : 4.1/5 (916 download)

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Book Synopsis The Oxford Handbook of Causation by : Helen Beebee

Download or read book The Oxford Handbook of Causation written by Helen Beebee and published by Oxford University Press. This book was released on 2012-01-12 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Causation is a central topic in many areas of philosophy. In metaphysics, philosophers want to know what causation is, and how it is related to laws of nature, probability, action, and freedom of the will. In epistemology, philosophers investigate how causal claims can be inferred from statistical data, and how causation is related to perception, knowledge and explanation. In the philosophy of mind, philosophers want to know whether and how the mind can be said to have causal efficacy, and in ethics, whether there is a moral distinction between acts and omissions and whether the moral value of an act can be judged according to its consequences. And causation is a contested concept in other fields of enquiry, such as biology, physics, and the law. This book provides an in-depth and comprehensive overview of these and other topics, as well as the history of the causation debate from the ancient Greeks to the logical empiricists. The chapters provide surveys of contemporary debates, while often also advancing novel and controversial claims; and each includes a comprehensive bibliography and suggestions for further reading. The book is thus the most comprehensive source of information about causation currently available, and will be invaluable for upper-level undergraduates through to professional philosophers.

The Oxford Handbook of Philosophy of Cognitive Science

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Author :
Publisher : Oxford University Press
ISBN 13 : 0195309790
Total Pages : 571 pages
Book Rating : 4.1/5 (953 download)

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Book Synopsis The Oxford Handbook of Philosophy of Cognitive Science by : Eric Margolis

Download or read book The Oxford Handbook of Philosophy of Cognitive Science written by Eric Margolis and published by Oxford University Press. This book was released on 2012-02-23 with total page 571 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume offers an overview of the philosophy of cognitive science that balances breadth and depth, with chapters covering every aspect of the psychology and cognitive anthropology.

Causal Learning

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Publisher : Oxford University Press
ISBN 13 : 0190208260
Total Pages : 384 pages
Book Rating : 4.1/5 (92 download)

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Book Synopsis Causal Learning by : Alison Gopnik

Download or read book Causal Learning written by Alison Gopnik and published by Oxford University Press. This book was released on 2007-03-22 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding causal structure is a central task of human cognition. Causal learning underpins the development of our concepts and categories, our intuitive theories, and our capacities for planning, imagination and inference. During the last few years, there has been an interdisciplinary revolution in our understanding of learning and reasoning: Researchers in philosophy, psychology, and computation have discovered new mechanisms for learning the causal structure of the world. This new work provides a rigorous, formal basis for theory theories of concepts and cognitive development, and moreover, the causal learning mechanisms it has uncovered go dramatically beyond the traditional mechanisms of both nativist theories, such as modularity theories, and empiricist ones, such as association or connectionism.

Causality

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Publisher : OUP Oxford
ISBN 13 : 0191639680
Total Pages : 336 pages
Book Rating : 4.1/5 (916 download)

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Book Synopsis Causality by : Phyllis Illari

Download or read book Causality written by Phyllis Illari and published by OUP Oxford. This book was released on 2014-10-02 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Head hits cause brain damage - but not always. Should we ban sport to protect athletes? Exposure to electromagnetic fields is strongly associated with cancer development - does that mean exposure causes cancer? Should we encourage old fashioned communication instead of mobile phones to reduce cancer rates? According to popular wisdom, the Mediterranean diet keeps you healthy. Is this belief scientifically sound? Should public health bodies encourage consumption of fresh fruit and vegetables? Severe financial constraints on research and public policy, media pressure, and public anxiety make such questions of immense current concern not just to philosophers but to scientists, governments, public bodies, and the general public. In the last decade there has been an explosion of theorizing about causality in philosophy, and also in the sciences. This literature is both fascinating and important, but it is involved and highly technical. This makes it inaccessible to many who would like to use it, philosophers and scientists alike. This book is an introduction to philosophy of causality - one that is highly accessible: to scientists unacquainted with philosophy, to philosophers unacquainted with science, and to anyone else lost in the labyrinth of philosophical theories of causality. It presents key philosophical accounts, concepts and methods, using examples from the sciences to show how to apply philosophical debates to scientific problems.

The Oxford Handbook of Philosophy of Physics

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Publisher : Oxford University Press
ISBN 13 : 0195392043
Total Pages : 701 pages
Book Rating : 4.1/5 (953 download)

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Book Synopsis The Oxford Handbook of Philosophy of Physics by : Robert Batterman

Download or read book The Oxford Handbook of Philosophy of Physics written by Robert Batterman and published by Oxford University Press. This book was released on 2013-03-14 with total page 701 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Oxford Handbook provides an overview of many of the topics that currently engage philosophers of physics. It surveys new issues and the problems that have become a focus of attention in recent years. It also provides up-to-date discussions of the still very important problems that dominated the field in the past. In the late 20th Century, the philosophy of physics was largely focused on orthodox Quantum Mechanics and Relativity Theory. The measurement problem, the question of the possibility of hidden variables, and the nature of quantum locality dominated the literature on the quantum mechanics, whereas questions about relationalism vs. substantivalism, and issues about underdetermination of theories dominated the literature on spacetime. These issues still receive considerable attention from philosophers, but many have shifted their attentions to other questions related to quantum mechanics and to spacetime theories. Quantum field theory has become a major focus, particularly from the point of view of algebraic foundations. Concurrent with these trends, there has been a focus on understanding gauge invariance and symmetries. The philosophy of physics has evolved even further in recent years with attention being paid to theories that, for the most part, were largely ignored in the past. For example, the relationship between thermodynamics and statistical mechanics—-once thought to be a paradigm instance of unproblematic theory reduction—-is now a hotly debated topic. The implicit, and sometimes explicit, reductionist methodology of both philosophers and physicists has been severely criticized and attention has now turned to the explanatory and descriptive roles of "non-fundamental,'' phenomenological theories. This shift of attention includes "old'' theories such as classical mechanics, once deemed to be of little philosophical interest. Furthermore, some philosophers have become more interested in "less fundamental'' contemporary physics such as condensed matter theory. Questions abound with implications for the nature of models, idealizations, and explanation in physics. This Handbook showcases all these aspects of this complex and dynamic discipline.

Statistical Models and Causal Inference

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Publisher : Cambridge University Press
ISBN 13 : 0521195004
Total Pages : 416 pages
Book Rating : 4.5/5 (211 download)

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Book Synopsis Statistical Models and Causal Inference by : David A. Freedman

Download or read book Statistical Models and Causal Inference written by David A. Freedman and published by Cambridge University Press. This book was released on 2010 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: David A. Freedman presents a definitive synthesis of his approach to statistical modeling and causal inference in the social sciences.

The Oxford Handbook of Animal Ethics

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Publisher : Oxford University Press
ISBN 13 : 0195371968
Total Pages : 997 pages
Book Rating : 4.1/5 (953 download)

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Book Synopsis The Oxford Handbook of Animal Ethics by : Tom L. Beauchamp

Download or read book The Oxford Handbook of Animal Ethics written by Tom L. Beauchamp and published by Oxford University Press. This book was released on 2011-11-17 with total page 997 pages. Available in PDF, EPUB and Kindle. Book excerpt: Edited by Tom L. Beauchamp and R.G. Frey.

Causal Inference

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Publisher : CRC Press
ISBN 13 : 9781420076165
Total Pages : 352 pages
Book Rating : 4.0/5 (761 download)

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Book Synopsis Causal Inference by : Miquel A. Hernan

Download or read book Causal Inference written by Miquel A. Hernan and published by CRC Press. This book was released on 2019-07-07 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 data as well as software for replicating the analyses, the text provides a thorough introduction to the basics of the theory for non-time-varying treatments and the generalization to complex longitudinal data.

Explanation in Causal Inference

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Publisher : Oxford University Press, USA
ISBN 13 : 0199325871
Total Pages : 729 pages
Book Rating : 4.1/5 (993 download)

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Book Synopsis Explanation in Causal Inference by : Tyler J. VanderWeele

Download or read book Explanation in Causal Inference written by Tyler J. VanderWeele and published by Oxford University Press, USA. This book was released on 2015 with total page 729 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book begins with a comprehensive introduction to mediation analysis, including chapters on concepts for mediation, regression-based methods, sensitivity analysis, time-to-event outcomes, methods for multiple mediators, methods for time-varying mediation and longitudinal data, and relations between mediation and other concepts involving intermediates such as surrogates, principal stratification, instrumental variables, and Mendelian randomization. The second part of the book concerns interaction or "moderation," including concepts for interaction, statistical interaction, confounding and interaction, mechanistic interaction, bias analysis for interaction, interaction in genetic studies, and power and sample-size calculation for interaction. The final part of the book provides comprehensive discussion about the relationships between mediation and interaction and unites these concepts within a single framework.