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Causal Asymmetries
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Book Synopsis Causal Asymmetries by : Daniel M. Hausman
Download or read book Causal Asymmetries written by Daniel M. Hausman and published by Cambridge University Press. This book was released on 1998-07-28 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, by one of the pre-eminent philosophers of science writing today, offers the most comprehensive account available of causal asymmetries. Causation is asymmetrical in many different ways. Causes precede effects; explanations cite causes not effects. Agents use causes to manipulate their effects; they don't use effects to manipulate their causes. Effects of a common cause are correlated; causes of a common effect are not. This book explains why a relationship that is asymmetrical in one of these regards is asymmetrical in the others. Hausman discovers surprising hidden connections between theories of causation and traces them all to an asymmetry of independence. This is a major book for philosophers of science that will also prove insightful to economists and statisticians.
Book Synopsis Causal Asymmetry Across Cultures: Assigning Causal Roles in Symmetric Physical Settings by : Andrea Bender
Download or read book Causal Asymmetry Across Cultures: Assigning Causal Roles in Symmetric Physical Settings written by Andrea Bender and published by . This book was released on 2011 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis The Temporal Asymmetry of Causation by : Alison Fernandes
Download or read book The Temporal Asymmetry of Causation written by Alison Fernandes and published by Cambridge University Press. This book was released on 2023-06-01 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: Causes always seem to come prior to their effects. What might explain this asymmetry? Causation's temporal asymmetry isn't straightforwardly due to a temporal asymmetry in the laws of nature—the laws are, by and large, temporally symmetric. Nor does the asymmetry appear due to an asymmetry in time itself. This Element examines recent empirical attempts to explain the temporal asymmetry of causation: statistical mechanical accounts, agency accounts and fork asymmetry accounts. None of these accounts are complete yet and a full explanation of the temporal asymmetry of causation will likely require contributions from all three programs.
Book Synopsis Causal Reasoning in Physics by : Mathias Frisch
Download or read book Causal Reasoning in Physics written by Mathias Frisch and published by Cambridge University Press. This book was released on 2014-10-09 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: Much has been written on the role of causal notions and causal reasoning in the so-called 'special sciences' and in common sense. But does causal reasoning also play a role in physics? Mathias Frisch argues that, contrary to what influential philosophical arguments purport to show, the answer is yes. Time-asymmetric causal structures are as integral a part of the representational toolkit of physics as a theory's dynamical equations. Frisch develops his argument partly through a critique of anti-causal arguments and partly through a detailed examination of actual examples of causal notions in physics, including causal principles invoked in linear response theory and in representations of radiation phenomena. Offering a new perspective on the nature of scientific theories and causal reasoning, this book will be of interest to professional philosophers, graduate students, and anyone interested in the role of causal thinking in science.
Book Synopsis Causal Asymmetry by : Douglas Ehring
Download or read book Causal Asymmetry written by Douglas Ehring and published by . This book was released on 1981 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Asymmetries In Time by : Paul Horwich
Download or read book Asymmetries In Time written by Paul Horwich and published by MIT Press. This book was released on 1987-04-01 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: Time is generally thought to be one of the more mysterious ingredients of the universe. In this intriguing book, Paul Horwich makes precise and explicit the interrelationships between time and a large number of philosophically important notions. Ideas of temporal order and priority interact in subtle and convoluted ways with the deepest elements in our network of basic concepts. Confronting this conceptual jigsaw puzzle, Horwich notes that there are glaring differences in how we regard the past and future directions of time. For example, we can influence the future but not the past, and can easily gain knowledge of the past but not of the future. Moreover we see a profusion of decay processes but little spontaneous generation of order; time appears to "flow" in one privileged direction, not the other; and we tend to explain phenomena in terms of antecedent circumstances, rather than subsequent ones. Horwich explains such time asymmetries and examines their bearing on the nature of time itself. Asymmetries in Time covers many notoriously difficult problems in the philosophy of science: causation, knowledge, entropy, explanation, time travel, rational choice (including Newcomb's problem), laws of nature, and counterfactual implication—and gives a unified treatment of these matters. The book covers an unusually broad range of topics in a lucid and nontechnical way and includes alternative points of view in the philosophical literature.
Book Synopsis Elements of Causal Inference by : Jonas Peters
Download or read book Elements of Causal Inference written by Jonas Peters and published by MIT Press. This book was released on 2017-11-29 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning. The mathematization of causality is a relatively recent development, and has become increasingly important in data science and machine learning. This book offers a self-contained and concise introduction to causal models and how to learn them from data. After explaining the need for causal models and discussing some of the principles underlying causal inference, the book teaches readers how to use causal models: how to compute intervention distributions, how to infer causal models from observational and interventional data, and how causal ideas could be exploited for classical machine learning problems. All of these topics are discussed first in terms of two variables and then in the more general multivariate case. The bivariate case turns out to be a particularly hard problem for causal learning because there are no conditional independences as used by classical methods for solving multivariate cases. The authors consider analyzing statistical asymmetries between cause and effect to be highly instructive, and they report on their decade of intensive research into this problem. The book is accessible to readers with a background in machine learning or statistics, and can be used in graduate courses or as a reference for researchers. The text includes code snippets that can be copied and pasted, exercises, and an appendix with a summary of the most important technical concepts.
Book Synopsis Causal Asymmetry & the Explanatory Constraint by : Zhiheng Tang
Download or read book Causal Asymmetry & the Explanatory Constraint written by Zhiheng Tang and published by . This book was released on 2011-04-01 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: Causation is an asymmetric relation - if C causes E, then E does not cause C. In this book it is argued that: 1) Two major theories of causation - the regularity theory and the counterfactual theory - cannot adequately account for causal asymmetry; 2) Causal asymmetry consists in the explanatory asymmetry between cause and effect; 3) Generally, the notion of causation is dependent on the notion of explanation; in other words, explanation sets a conceptual constraint on causation. In reaching these conclusions, issues about simultaneous causation, backwards causation and absence causation are discussed.
Book Synopsis Time and Causality Across the Sciences by : Samantha Kleinberg
Download or read book Time and Causality Across the Sciences written by Samantha Kleinberg and published by Cambridge University Press. This book was released on 2019-09-26 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explores the critical role time plays in our understanding of causality, across psychology, biology, physics and the social sciences.
Book Synopsis Causation and Its Basis in Fundamental Physics by : Douglas Kutach
Download or read book Causation and Its Basis in Fundamental Physics written by Douglas Kutach and published by Oxford University Press, USA. This book was released on 2013-10 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the first comprehensive attempt to solve what Hartry Field has called "the central problem in the metaphysics of causation": the problem of reconciling the need for causal notions in the special sciences with the limited role of causation in physics. If the world evolves fundamentally according to laws of physics, what place can be found for the causal regularities and principles identified by the special sciences? Douglas Kutach answers this question by invoking a novel distinction between fundamental and derivative reality and a complementary conception of reduction. He then constructs a framework that allows all causal regularities from the sciences to be rendered in terms of fundamental relations. By drawing on a methodology that focuses on explaining the results of specially crafted experiments, Kutach avoids the endless task of catering to pre-theoretical judgments about causal scenarios. This volume is a detailed case study that uses fundamental physics to elucidate causation, but technicalities are eschewed so that a wide range of philosophers can profit. The book is packed with innovations: new models of events, probability, counterfactual dependence, influence, and determinism. These lead to surprising implications for topics like Newcomb's paradox, action at a distance, Simpson's paradox, and more. Kutach explores the special connection between causation and time, ultimately providing a never-before-presented explanation for the direction of causation. Along the way, readers will discover that events cause themselves, that low barometer readings do cause thunderstorms after all, and that we humans routinely affect the past more than we affect the future.
Book Synopsis Asymmetries and Saliencies by : Bradley Weslake
Download or read book Asymmetries and Saliencies written by Bradley Weslake and published by . This book was released on 2007 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Causation, Physics, and the Constitution of Reality by : Huw Price
Download or read book Causation, Physics, and the Constitution of Reality written by Huw Price and published by Clarendon Press. This book was released on 2007-02-22 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: In philosophy as in ordinary life, cause and effect are twin pillars on which much of our thought seems based. But almost a century ago, Bertrand Russell declared that modern physics leaves these pillars without foundations. Russell's revolutionary conclusion was that 'the law of causality is a relic of a bygone age, surviving, like the monarchy, only because it is erroneously supposed to do no harm'. Russell's famous challenge remains unanswered. Despite dramatic advances in physics, the intervening century has taken us no closer to an explanation of how to find a place for causation in a world of the kind that physics reveals. In particular, we still have no satisfactory account of the directionality of causation - the difference between cause and effect, and the fact that causes typically precede their effects. In this important collection of new essays, 13 leading scholars revisit Russell's revolution, in search of reconciliation. The connecting theme in these essays is that to reconcile causation with physics, we need to put ourselves in the picture: we need to think about why creatures in our situation should present their world in causal terms.
Book Synopsis Causal Asymmetry by : Douglas Edward Ehring
Download or read book Causal Asymmetry written by Douglas Edward Ehring and published by . This book was released on 1988 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Causes and Coincidences by : David Owens
Download or read book Causes and Coincidences written by David Owens and published by Cambridge University Press. This book was released on 1992-08-28 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: In an important departure from theories of causation, David Owens proposes that coincidences have no causes, and that a cause is something which ensures that its effects are no coincidence. In Causes and Coincidences, he elucidates the idea of a coincidence as an event which can be analysed into constituent events, the nomological antecedents of which are independent of each other. He also suggests that causal facts can be analysed in terms of non-causal facts, including relations of necessity. Thus, causation is defined in terms of coincidence, and coincidence without reference to causation. David Owens challenges the ideas associated with Hume, Davidson and Lewis, constructing a theory which distinguishes nomological necessity and sufficiency from their logical counterparts. He is able to offer novel solutions to the major problems of causation, including the direction of causation, the logical form of causal statements, the distinction betwen causal connections and logical connections, and the relationship between psychological and physical causation.
Book Synopsis Space, Time and Causality by : Richard Swinburne
Download or read book Space, Time and Causality written by Richard Swinburne and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Royal Institute of Philosophy has been sponsoring conferences in alter nate years since 1969. These have from the start been intended to be of interest to persons who are not philosophers by profession. They have mainly focused on interdisciplinary areas such as the philosophies of psychology, education and the social sciences. The volumes arising from these conferences have included discussions between philosophers and distinguished practitioners of other disciplines relevant to the chosen topic. Beginning with the 1979 conference on 'Law, Morality and Rights' and the 1981 conference on 'Space, Time and Causality' these volumes are now constituted as a series. It is hoped that this series will contribute to advancing philosophical understanding at the frontiers of philosophy and areas of interest to non-philosophers. It is hoped that it will do so by writing which reduces technicalities as much as the subject-matter permits. In this way the series is intended to demonstrate that philosophy can be clear and worthwhile in itself and at the same time relevant to the interests of lay people.
Book Synopsis Causal Reasoning in Physics by : Mathias Frisch
Download or read book Causal Reasoning in Physics written by Mathias Frisch and published by Cambridge University Press. This book was released on 2014-10-09 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book argues, partly through detailed case studies, for the importance of causal reasoning in physics.
Book Synopsis Lewis' Account of Causal Asymmetry by : Kerry Mulvania
Download or read book Lewis' Account of Causal Asymmetry written by Kerry Mulvania and published by . This book was released on 1998 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt:
