Scientific Explanation And The Causal Structure Of The World

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Scientific Explanation and the Causal Structure of the World

Author : Wesley C. Salmon
Publisher : Princeton University Press
ISBN 13 : 0691221480
Total Pages : 321 pages
Book Rating : 4.6/5 (912 download)

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Book Synopsis Scientific Explanation and the Causal Structure of the World by : Wesley C. Salmon

Download or read book Scientific Explanation and the Causal Structure of the World written by Wesley C. Salmon and published by Princeton University Press. This book was released on 2020-11-10 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: The philosophical theory of scientific explanation proposed here involves a radically new treatment of causality that accords with the pervasively statistical character of contemporary science. Wesley C. Salmon describes three fundamental conceptions of scientific explanation--the epistemic, modal, and ontic. He argues that the prevailing view (a version of the epistemic conception) is untenable and that the modal conception is scientifically out-dated. Significantly revising aspects of his earlier work, he defends a causal/mechanical theory that is a version of the ontic conception. Professor Salmon's theory furnishes a robust argument for scientific realism akin to the argument that convinced twentieth-century physical scientists of the existence of atoms and molecules. To do justice to such notions as irreducibly statistical laws and statistical explanation, he offers a novel account of physical randomness. The transition from the "reviewed view" of scientific explanation (that explanations are arguments) to the causal/mechanical model requires fundamental rethinking of basic explanatory concepts.

Because Without Cause

Author : Marc Lange
Publisher : Oxford University Press
ISBN 13 : 0190269480
Total Pages : 513 pages
Book Rating : 4.1/5 (92 download)

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Book Synopsis Because Without Cause by : Marc Lange

Download or read book Because Without Cause written by Marc Lange and published by Oxford University Press. This book was released on 2017 with total page 513 pages. Available in PDF, EPUB and Kindle. Book excerpt: Not all scientific explanations work by describing causal connections between events or the world's overall causal structure. In addition, mathematicians regard some proofs as explaining why the theorems being proved do in fact hold. This book proposes new philosophical accounts of many kinds of non-causal explanations in science and mathematics.

Scientific Explanation

Author : Philip Kitcher
Publisher : U of Minnesota Press
ISBN 13 : 0816657653
Total Pages : 546 pages
Book Rating : 4.8/5 (166 download)

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Book Synopsis Scientific Explanation by : Philip Kitcher

Download or read book Scientific Explanation written by Philip Kitcher and published by U of Minnesota Press. This book was released on 1962-05-25 with total page 546 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scientific Explanation was first published in 1962. Minnesota Archive Editions uses digital technology to make long-unavailable books once again accessible, and are published unaltered from the original University of Minnesota Press editions. Is a new consensus emerging in the philosophy of science? The nine distinguished contributors to this volume apply that question to the realm of scientific explanation and, although their conclusions vary, they agree in one respect: there definitely was an old consensus. Co-editor Wesley Salmon's opening essay, "Four Decades of Scientific Explanation," grounds the entire discussion. His point of departure is the founding document of the old consensus: a 1948 paper by Carl G. Hempel and Paul Oppenheim, "Studies in the Logic of Explanation," that set forth, with remarkable clarity, a mode of argument that came to be known as the deductive-nomological model. This approach, holding that explanation dies not move beyond the sphere of empirical knowledge, remained dominant during the hegemony of logical empiricism from 1950 to 1975. Salmon traces in detail the rise and breakup of the old consensus, and examines the degree to which there is, if not a new consensus, at least a kind of reconciliation on this issue among contemporary philosophers of science and clear agreement that science can indeed tell us why. The other contributors, in the order of their presentations, are: Peter Railton, Matti Sintonen, Paul W. Humphreys, David Papineau, Nancy Cartwright, James Woodward, Merrilee H. Salmon, and Philip Kitcher.

The Book of Why

Author : Judea Pearl
Publisher : Basic Books
ISBN 13 : 0465097618
Total Pages : 432 pages
Book Rating : 4.4/5 (65 download)

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Book Synopsis The Book of Why by : Judea Pearl

Download or read book The Book of Why written by Judea Pearl and published by Basic Books. This book was released on 2018-05-15 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Turing Award-winning computer scientist and statistician shows how understanding causality has revolutionized science and will revolutionize artificial intelligence "Correlation is not causation." This mantra, chanted by scientists for more than a century, has led to a virtual prohibition on causal talk. Today, that taboo is dead. The causal revolution, instigated by Judea Pearl and his colleagues, has cut through a century of confusion and established causality -- the study of cause and effect -- on a firm scientific basis. His work explains how we can know easy things, like whether it was rain or a sprinkler that made a sidewalk wet; and how to answer hard questions, like whether a drug cured an illness. Pearl's work enables us to know not just whether one thing causes another: it lets us explore the world that is and the worlds that could have been. It shows us the essence of human thought and key to artificial intelligence. Anyone who wants to understand either needs The Book of Why.

Statistical Explanation and Statistical Relevance

Author : Wesley C. Salmon
Publisher : University of Pittsburgh Pre
ISBN 13 : 0822974118
Total Pages : 129 pages
Book Rating : 4.8/5 (229 download)

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Book Synopsis Statistical Explanation and Statistical Relevance by : Wesley C. Salmon

Download or read book Statistical Explanation and Statistical Relevance written by Wesley C. Salmon and published by University of Pittsburgh Pre. This book was released on 2010-11-23 with total page 129 pages. Available in PDF, EPUB and Kindle. Book excerpt: According to modern physics, many objectively improbable events actually occur, such as the spontaneous disintegration of radioactive atoms. Because of high levels of improbability, scientists are often at a loss to explain such phenomena. In this main essay of this book, Wesley Salmon offers a solution to scientific explanation based on the concept of statistical relevance (the S-R model). In this vein, the other two essays herein discuss "Statistical Relevance vs. Statistical Inference," and "Explanation and Information."

Causal Models

Author : Steven Sloman
Publisher : Oxford University Press
ISBN 13 : 0198040377
Total Pages : 226 pages
Book Rating : 4.1/5 (98 download)

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Book Synopsis Causal Models by : Steven Sloman

Download or read book Causal Models written by Steven Sloman and published by Oxford University Press. This book was released on 2005-07-28 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: Human beings are active agents who can think. To understand how thought serves action requires understanding how people conceive of the relation between cause and effect, between action and outcome. In cognitive terms, how do people construct and reason with the causal models we use to represent our world? A revolution is occurring in how statisticians, philosophers, and computer scientists answer this question. Those fields have ushered in new insights about causal models by thinking about how to represent causal structure mathematically, in a framework that uses graphs and probability theory to develop what are called causal Bayesian networks. The framework starts with the idea that the purpose of causal structure is to understand and predict the effects of intervention. How does intervening on one thing affect other things? This is not a question merely about probability (or logic), but about action. The framework offers a new understanding of mind: Thought is about the effects of intervention and cognition is thus intimately tied to actions that take place either in the actual physical world or in imagination, in counterfactual worlds. The book offers a conceptual introduction to the key mathematical ideas, presenting them in a non-technical way, focusing on the intuitions rather than the theorems. It tries to show why the ideas are important to understanding how people explain things and why thinking not only about the world as it is but the world as it could be is so central to human action. The book reviews the role of causality, causal models, and intervention in the basic human cognitive functions: decision making, reasoning, judgment, categorization, inductive inference, language, and learning. In short, the book offers a discussion about how people think, talk, learn, and explain things in causal terms, in terms of action and manipulation.

Ptolemy's Philosophy

Author : Jacqueline Feke
Publisher : Princeton University Press
ISBN 13 : 069121039X
Total Pages : 250 pages
Book Rating : 4.6/5 (912 download)

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Book Synopsis Ptolemy's Philosophy by : Jacqueline Feke

Download or read book Ptolemy's Philosophy written by Jacqueline Feke and published by Princeton University Press. This book was released on 2020-10-13 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: A stimulating intellectual history of Ptolemy's philosophy and his conception of a world in which mathematics reigns supreme The Greco-Roman mathematician Claudius Ptolemy is one of the most significant figures in the history of science. He is remembered today for his astronomy, but his philosophy is almost entirely lost to history. This groundbreaking book is the first to reconstruct Ptolemy’s general philosophical system—including his metaphysics, epistemology, and ethics—and to explore its relationship to astronomy, harmonics, element theory, astrology, cosmology, psychology, and theology. In this stimulating intellectual history, Jacqueline Feke uncovers references to a complex and sophisticated philosophical agenda scattered among Ptolemy’s technical studies in the physical and mathematical sciences. She shows how he developed a philosophy that was radical and even subversive, appropriating ideas and turning them against the very philosophers from whom he drew influence. Feke reveals how Ptolemy’s unique system is at once a critique of prevailing philosophical trends and a conception of the world in which mathematics reigns supreme. A compelling work of scholarship, Ptolemy’s Philosophy demonstrates how Ptolemy situated mathematics at the very foundation of all philosophy—theoretical and practical—and advanced the mathematical way of life as the true path to human perfection.

Actual Causality

Author : Joseph Y. Halpern
Publisher : MIT Press
ISBN 13 : 0262035022
Total Pages : 240 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Actual Causality by : Joseph Y. Halpern

Download or read book Actual Causality written by Joseph Y. Halpern and published by MIT Press. This book was released on 2016-08-12 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Causal Reasoning in Physics

Author : Mathias Frisch
Publisher : Cambridge University Press
ISBN 13 : 1107031494
Total Pages : 265 pages
Book Rating : 4.1/5 (7 download)

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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.

Approaches and Methodologies in the Social Sciences

Author : Donatella Della Porta
Publisher : Cambridge University Press
ISBN 13 : 1139474596
Total Pages : 366 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Approaches and Methodologies in the Social Sciences by : Donatella Della Porta

Download or read book Approaches and Methodologies in the Social Sciences written by Donatella Della Porta and published by Cambridge University Press. This book was released on 2008-08-28 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: A revolutionary textbook introducing masters and doctoral students to the major research approaches and methodologies in the social sciences. Written by an outstanding set of scholars, and derived from successful course teaching, this volume will empower students to choose their own approach to research, to justify this approach, and to situate it within the discipline. It addresses questions of ontology, epistemology and philosophy of social science, and proceeds to issues of methodology and research design essential for producing a good research proposal. It also introduces researchers to the main issues of debate and contention in the methodology of social sciences, identifying commonalities, historic continuities and genuine differences.

Depth

Author : Michael Strevens
Publisher : Harvard University Press
ISBN 13 : 0674062574
Total Pages : 537 pages
Book Rating : 4.6/5 (74 download)

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Book Synopsis Depth by : Michael Strevens

Download or read book Depth written by Michael Strevens and published by Harvard University Press. This book was released on 2011-09-30 with total page 537 pages. Available in PDF, EPUB and Kindle. Book excerpt: What does it mean for scientists to truly understand, rather than to merely describe, how the world works? Michael Strevens proposes a novel theory of scientific explanation and understanding that overhauls and augments the familiar causal approach to explanation. What is replaced is the test for explanatorily relevant causal information: Strevens discards the usual criterion of counterfactual dependence in favor of a criterion that turns on a process of progressive abstraction away from a fully detailed, physical causal story. The augmentations include the introduction of a new, non-causal explanatory relevance relation—entanglement—and an independent theory of the role of black-boxing and functional specification in explanation. The abstraction-centered notion of difference-making leads to a rich causal treatment of many aspects of explanation that have been either ignored or handled inadequately by earlier causal approaches, including the explanation of laws and other regularities, with particular attention to the explanation of physically contingent high-level laws, idealization in explanation, and probabilistic explanation in deterministic systems, as in statistical physics, evolutionary biology, and medicine. The result is an account of explanation that has especially significant consequences for the higher-level sciences: biology, psychology, economics, and other social sciences.

On the Future

Author : Martin Rees
Publisher : Princeton University Press
ISBN 13 : 0691231060
Total Pages : 280 pages
Book Rating : 4.6/5 (912 download)

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Book Synopsis On the Future by : Martin Rees

Download or read book On the Future written by Martin Rees and published by Princeton University Press. This book was released on 2021-10-05 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: A provocative and inspiring look at the future of humanity and science from world-renowned scientist and bestselling author Martin Rees Humanity has reached a critical moment. Our world is unsettled and rapidly changing, and we face existential risks over the next century. Various outcomes—good and bad—are possible. Yet our approach to the future is characterized by short-term thinking, polarizing debates, alarmist rhetoric, and pessimism. In this short, exhilarating book, renowned scientist and bestselling author Martin Rees argues that humanity’s prospects depend on our taking a very different approach to planning for tomorrow. The future of humanity is bound to the future of science and hinges on how successfully we harness technological advances to address our challenges. If we are to use science to solve our problems while avoiding its dystopian risks, we must think rationally, globally, collectively, and optimistically about the long term. Advances in biotechnology, cybertechnology, robotics, and artificial intelligence—if pursued and applied wisely—could empower us to boost the developing and developed world and overcome the threats humanity faces on Earth, from climate change to nuclear war. At the same time, further advances in space science will allow humans to explore the solar system and beyond with robots and AI. But there is no “Plan B” for Earth—no viable alternative within reach if we do not care for our home planet. Rich with fascinating insights into cutting-edge science and technology, this accessible book will captivate anyone who wants to understand the critical issues that will define the future of humanity on Earth and beyond.

Making Things Happen

Author : James Woodward
Publisher : Oxford University Press
ISBN 13 : 0198035330
Total Pages : 419 pages
Book Rating : 4.1/5 (98 download)

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Book Synopsis Making Things Happen by : James Woodward

Download or read book Making Things Happen written by James Woodward and published by Oxford University Press. This book was released on 2005-10-27 with total page 419 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Making Things Happen, James Woodward develops a new and ambitious comprehensive theory of causation and explanation that draws on literature from a variety of disciplines and which applies to a wide variety of claims in science and everyday life. His theory is a manipulationist account, proposing that causal and explanatory relationships are relationships that are potentially exploitable for purposes of manipulation and control. This account has its roots in the commonsense idea that causes are means for bringing about effects; but it also draws on a long tradition of work in experimental design, econometrics, and statistics. Woodward shows how these ideas may be generalized to other areas of science from the social scientific and biomedical contexts for which they were originally designed. He also provides philosophical foundations for the manipulationist approach, drawing out its implications, comparing it with alternative approaches, and defending it from common criticisms. In doing so, he shows how the manipulationist account both illuminates important features of successful causal explanation in the natural and social sciences, and avoids the counterexamples and difficulties that infect alternative approaches, from the deductive-nomological model onwards. Making Things Happen will interest philosophers working in the philosophy of science, the philosophy of social science, and metaphysics, and as well as anyone interested in causation, explanation, and scientific methodology.

Causation and Laws of Nature

Author : H. Sankey
Publisher : Springer Science & Business Media
ISBN 13 : 9780792359142
Total Pages : 408 pages
Book Rating : 4.3/5 (591 download)

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Book Synopsis Causation and Laws of Nature by : H. Sankey

Download or read book Causation and Laws of Nature written by H. Sankey and published by Springer Science & Business Media. This book was released on 1999-12-31 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Causation and Laws of Nature is a collection of articles which represents current research on the metaphysics of causation and laws of nature, mostly by authors working in or active in the Australasian region. The book provides an overview of current work on the theory of causation, including counterfactual, singularist, nomological and causal process approaches. It also covers work on the nature of laws of nature, with special emphasis on the scientific essentialist theory that laws of nature are, at base, the fundamental dispositions or capacities of natural kinds of things. Because the book represents a good cross-section of authors currently working on these themes in the Australasian region, it conveys something of the interest and excitement of an active philosophical debate between advocates of several different research programmes in the area.

A Metaphysics for Scientific Realism

Author : Anjan Chakravartty
Publisher : Cambridge University Press
ISBN 13 : 1139468391
Total Pages : 235 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis A Metaphysics for Scientific Realism by : Anjan Chakravartty

Download or read book A Metaphysics for Scientific Realism written by Anjan Chakravartty and published by Cambridge University Press. This book was released on 2007-10-18 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scientific realism is the view that our best scientific theories give approximately true descriptions of both observable and unobservable aspects of a mind-independent world. Debates between realists and their critics are at the very heart of the philosophy of science. Anjan Chakravartty traces the contemporary evolution of realism by examining the most promising strategies adopted by its proponents in response to the forceful challenges of antirealist sceptics, resulting in a positive proposal for scientific realism today. He examines the core principles of the realist position, and sheds light on topics including the varieties of metaphysical commitment required, and the nature of the conflict between realism and its empiricist rivals. By illuminating the connections between realist interpretations of scientific knowledge and the metaphysical foundations supporting them, his book offers a compelling vision of how realism can provide an internally consistent and coherent account of scientific knowledge.

Tychomancy

Author : Michael Strevens
Publisher : Harvard University Press
ISBN 13 : 0674076028
Total Pages : 260 pages
Book Rating : 4.6/5 (74 download)

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Book Synopsis Tychomancy by : Michael Strevens

Download or read book Tychomancy written by Michael Strevens and published by Harvard University Press. This book was released on 2013-06-03 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tychomancy—meaning “the divination of chances”—presents a set of rules for inferring the physical probabilities of outcomes from the causal or dynamic properties of the systems that produce them. Probabilities revealed by the rules are wide-ranging: they include the probability of getting a 5 on a die roll, the probability distributions found in statistical physics, and the probabilities that underlie many prima facie judgments about fitness in evolutionary biology. Michael Strevens makes three claims about the rules. First, they are reliable. Second, they are known, though not fully consciously, to all human beings: they constitute a key part of the physical intuition that allows us to navigate around the world safely in the absence of formal scientific knowledge. Third, they have played a crucial but unrecognized role in several major scientific innovations. A large part of Tychomancy is devoted to this historical role for probability inference rules. Strevens first analyzes James Clerk Maxwell’s extraordinary, apparently a priori, deduction of the molecular velocity distribution in gases, which launched statistical physics. Maxwell did not derive his distribution from logic alone, Strevens proposes, but rather from probabilistic knowledge common to all human beings, even infants as young as six months old. Strevens then turns to Darwin’s theory of natural selection, the statistics of measurement, and the creation of models of complex systems, contending in each case that these elements of science could not have emerged when or how they did without the ability to “eyeball” the values of physical probabilities.

Evolutionary Causation

Author : Tobias Uller
Publisher : MIT Press
ISBN 13 : 0262039923
Total Pages : 361 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Evolutionary Causation by : Tobias Uller

Download or read book Evolutionary Causation written by Tobias Uller and published by MIT Press. This book was released on 2019-09-03 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive treatment of the concept of causation in evolutionary biology that makes clear its central role in both historical and contemporary debates. Most scientific explanations are causal. This is certainly the case in evolutionary biology, which seeks to explain the diversity of life and the adaptive fit between organisms and their surroundings. The nature of causation in evolutionary biology, however, is contentious. How causation is understood shapes the structure of evolutionary theory, and historical and contemporary debates in evolutionary biology have revolved around the nature of causation. Despite its centrality, and differing views on the subject, the major conceptual issues regarding the nature of causation in evolutionary biology are rarely addressed. This volume fills the gap, bringing together biologists and philosophers to offer a comprehensive, interdisciplinary treatment of evolutionary causation. Contributors first address biological motivations for rethinking evolutionary causation, considering the ways in which development, extra-genetic inheritance, and niche construction challenge notions of cause and process in evolution, and describing how alternative representations of evolutionary causation can shed light on a range of evolutionary problems. Contributors then analyze evolutionary causation from a philosophical perspective, considering such topics as causal entanglement, the commingling of organism and environment, and the relationship between causation and information. Contributors John A. Baker, Lynn Chiu, David I. Dayan, Renée A. Duckworth, Marcus W Feldman, Susan A. Foster, Melissa A. Graham, Heikki Helanterä, Kevin N. Laland, Armin P. Moczek, John Odling-Smee, Jun Otsuka, Massimo Pigliucci, Arnaud Pocheville, Arlin Stoltzfus, Karola Stotz, Sonia E. Sultan, Christoph Thies, Tobias Uller, Denis M. Walsh, Richard A. Watson