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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.

Causation in Science

Author : Yemima Ben-Menahem
Publisher : Princeton University Press
ISBN 13 : 1400889294
Total Pages : 221 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis Causation in Science by : Yemima Ben-Menahem

Download or read book Causation in Science written by Yemima Ben-Menahem and published by Princeton University Press. This book was released on 2018-06-12 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the role of causal constraints in science, shifting our attention from causal relations between individual events--the focus of most philosophical treatments of causation—to a broad family of concepts and principles generating constraints on possible change. Yemima Ben-Menahem looks at determinism, locality, stability, symmetry principles, conservation laws, and the principle of least action—causal constraints that serve to distinguish events and processes that our best scientific theories mandate or allow from those they rule out. Ben-Menahem's approach reveals that causation is just as relevant to explaining why certain events fail to occur as it is to explaining events that do occur. She investigates the conceptual differences between, and interrelations of, members of the causal family, thereby clarifying problems at the heart of the philosophy of science. Ben-Menahem argues that the distinction between determinism and stability is pertinent to the philosophy of history and the foundations of statistical mechanics, and that the interplay of determinism and locality is crucial for understanding quantum mechanics. Providing historical perspective, she traces the causal constraints of contemporary science to traditional intuitions about causation, and demonstrates how the teleological appearance of some constraints is explained away in current scientific theories such as quantum mechanics. Causation in Science represents a bold challenge to both causal eliminativism and causal reductionism—the notions that causation has no place in science and that higher-level causal claims are reducible to the causal claims of fundamental physics.

Communities in Action

Author : National Academies of Sciences, Engineering, and Medicine
Publisher : National Academies Press
ISBN 13 : 0309452961
Total Pages : 583 pages
Book Rating : 4.3/5 (94 download)

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Book Synopsis Communities in Action by : National Academies of Sciences, Engineering, and Medicine

Download or read book Communities in Action written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2017-04-27 with total page 583 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the United States, some populations suffer from far greater disparities in health than others. Those disparities are caused not only by fundamental differences in health status across segments of the population, but also because of inequities in factors that impact health status, so-called determinants of health. Only part of an individual's health status depends on his or her behavior and choice; community-wide problems like poverty, unemployment, poor education, inadequate housing, poor public transportation, interpersonal violence, and decaying neighborhoods also contribute to health inequities, as well as the historic and ongoing interplay of structures, policies, and norms that shape lives. When these factors are not optimal in a community, it does not mean they are intractable: such inequities can be mitigated by social policies that can shape health in powerful ways. Communities in Action: Pathways to Health Equity seeks to delineate the causes of and the solutions to health inequities in the United States. This report focuses on what communities can do to promote health equity, what actions are needed by the many and varied stakeholders that are part of communities or support them, as well as the root causes and structural barriers that need to be overcome.

Two Letters on Causation and Freedom in Willing, Addressed to John Stuart Mill

Author : Rowland Gibson Hazard
Publisher :
ISBN 13 :
Total Pages : 312 pages
Book Rating : 4.:/5 (334 download)

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Book Synopsis Two Letters on Causation and Freedom in Willing, Addressed to John Stuart Mill by : Rowland Gibson Hazard

Download or read book Two Letters on Causation and Freedom in Willing, Addressed to John Stuart Mill written by Rowland Gibson Hazard and published by . This book was released on 1869 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Causation and Freedom in Willing

Author : Rowland Gibson Hazard
Publisher :
ISBN 13 :
Total Pages : 396 pages
Book Rating : 4.A/5 ( download)

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Book Synopsis Causation and Freedom in Willing by : Rowland Gibson Hazard

Download or read book Causation and Freedom in Willing written by Rowland Gibson Hazard and published by . This book was released on 1889 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Two Letters on Causation and Freedom in Willing, Adressed to John Stuart Mill

Author : Rowland Gibson Hazard
Publisher :
ISBN 13 :
Total Pages : 550 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Two Letters on Causation and Freedom in Willing, Adressed to John Stuart Mill by : Rowland Gibson Hazard

Download or read book Two Letters on Causation and Freedom in Willing, Adressed to John Stuart Mill written by Rowland Gibson Hazard and published by . This book was released on 1869 with total page 550 pages. Available in PDF, EPUB and Kindle. Book excerpt:

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.

The Neural Basis of Free Will

Author : Peter Tse
Publisher : MIT Press
ISBN 13 : 0262019108
Total Pages : 473 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis The Neural Basis of Free Will by : Peter Tse

Download or read book The Neural Basis of Free Will written by Peter Tse and published by MIT Press. This book was released on 2013 with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt: The issues of mental causation, consciousness, and free will have vexed philosophers since Plato. This book examines these unresolved issues from a neuroscientific perspective. In contrast with philosophers who use logic rather than data to argue whether mental causation or consciousness can exist given unproven first assumptions, Tse proposes that we instead listen to what neurons have to say. Because the brain must already embody a solution to the mind--body problem, why not focus on how the brain actually realizes mental causation? Tse draws on exciting recent neuroscientific data concerning how informational causation is realized in physical causation at the level of NMDA receptors, synapses, dendrites, neurons, and neuronal circuits. He argues that a particular kind of strong free will and downward mental causation are realized in rapid synaptic plasticity. Recent neurophysiological breakthroughs reveal that neurons function as criterial assessors of their inputs, which then change the criteria that will make other neurons fire in the future. Such informational causation cannot change the physical basis of information realized in the present, but it can change the physical basis of information that may be realized in the immediate future. This gets around the standard argument against free will centered on the impossibility of self-causation. Tse explores the ways that mental causation and qualia might be realized in this kind of neuronal and associated information-processing architecture, and considers the psychological and philosophical implications of having such an architecture realized in our brains.

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.

Understanding Counterfactuals, Understanding Causation

Author : Christoph Hoerl
Publisher : Oxford University Press
ISBN 13 : 0199590699
Total Pages : 279 pages
Book Rating : 4.1/5 (995 download)

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Book Synopsis Understanding Counterfactuals, Understanding Causation by : Christoph Hoerl

Download or read book Understanding Counterfactuals, Understanding Causation written by Christoph Hoerl and published by Oxford University Press. This book was released on 2011-11-03 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: Twelve essays explore what bearing empirical findings might have on philosophical concerns about counterfactuals and causation, and how, in turn, work in philosophy might help clarify issues in empirical work on the relationships between causal and counterfactual thought.

The Oxford Handbook of Causal Reasoning

Author : Michael Waldmann
Publisher : Oxford University Press
ISBN 13 : 0199399573
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 2017-03-30 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. Although causal reasoning is a component of most of our cognitive functions, it has been neglected in cognitive psychology for many decades. The Oxford Handbook of Causal Reasoning offers a state-of-the-art review of the growing field, and its contribution to the world of cognitive science. The Handbook begins with an introduction of competing theories of causal learning and reasoning. In the next section, it presents research about basic cognitive functions involved in causal cognition, such as perception, categorization, argumentation, decision-making, and induction. The following section examines research on domains that embody causal relations, including intuitive physics, legal and moral reasoning, psychopathology, language, social cognition, and the roles of space and time. The final section presents research from neighboring fields that study developmental, phylogenetic, and cultural differences in causal cognition. The chapters, each written by renowned researchers in their field, fill in the gaps of many cognitive psychology textbooks, emphasizing the crucial role of causal structures in our everyday lives. This Handbook is an essential read for students and researchers of the cognitive sciences, including cognitive, developmental, social, comparative, and cross-cultural psychology; philosophy; methodology; statistics; artificial intelligence; and machine learning.

Causality

Author : Judea Pearl
Publisher : Cambridge University Press
ISBN 13 : 052189560X
Total Pages : 487 pages
Book Rating : 4.5/5 (218 download)

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Book Synopsis Causality by : Judea Pearl

Download or read book Causality written by Judea Pearl and published by Cambridge University Press. This book was released on 2009-09-14 with total page 487 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 ...

Ontology of Consciousness

Author : Helmut Wautischer
Publisher : MIT Press
ISBN 13 : 0262232596
Total Pages : 669 pages
Book Rating : 4.2/5 (622 download)

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Book Synopsis Ontology of Consciousness by : Helmut Wautischer

Download or read book Ontology of Consciousness written by Helmut Wautischer and published by MIT Press. This book was released on 2008-04-11 with total page 669 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scholars from many different disciplines examine consciousness through the lens of intellectual approaches and cultures ranging from cosmology research and cell biophysics laboratories to pre-Columbian Mesoamerica and Tibetan Tantric Buddhism in a volume that extends consciousness studies beyond the limits of current neuroscience research. The "hard problem" of today's consciousness studies is subjective experience: understanding why some brain processing is accompanied by an experienced inner life. Recent scientific advances offer insights for understanding the physiological and chemical phenomenology of consciousness. But by leaving aside the internal experiential nature of consciousness in favor of mapping neural activity, such science leaves many questions unanswered. In Ontology of Consciousness, scholars from a range of disciplines—from neurophysiology to parapsychology, from mathematics to anthropology and indigenous non-Western modes of thought—go beyond these limits of current neuroscience research to explore insights offered by other intellectual approaches to consciousness. These scholars focus their attention on such philosophical approaches to consciousness as Tibetan Tantric Buddhism, North American Indian insights, pre-Columbian Mesoamerican civilization, and the Byzantine Empire. Some draw on artifacts and ethnographic data to make their point. Others translate cultural concepts of consciousness into modern scientific language using models and mathematical mappings. Many consider individual experiences of sentience and existence, as seen in African communalism, Hindi psychology, Zen Buddhism, Indian vibhuti phenomena, existentialism, philosophical realism, and modern psychiatry. Some reveal current views and conundrums in neurobiology to comprehend sentient intellection. Contributors Karim Akerma, Matthijs Cornelissen, Antoine Courban, Mario Crocco, Christian de Quincey, Thomas B. Fowler, Erlendur Haraldsson, David. J. Hufford, Pavel B. Ivanov, Heinz Kimmerle, Stanley Krippner, Armand J. Labbé, James Maffie, Hubert Markl, Graham Parkes, Michael Polemis, E Richard Sorenson, Mircea Steriade, Thomas Szasz, Mariela Szirko, Robert A.F. Thurman, Edith L.B. Turner, Julia Watkin, Helmut Wautischer

Causation in Science and the Methods of Scientific Discovery

Author : Rani Lill Anjum
Publisher : Oxford University Press
ISBN 13 : 0191053392
Total Pages : 304 pages
Book Rating : 4.1/5 (91 download)

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Book Synopsis Causation in Science and the Methods of Scientific Discovery by : Rani Lill Anjum

Download or read book Causation in Science and the Methods of Scientific Discovery written by Rani Lill Anjum and published by Oxford University Press. This book was released on 2018-09-10 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Causation is the main foundation upon which the possibility of science rests. Without causation, there would be no scientific understanding, explanation, prediction, nor application in new technologies. How we discover causal connections is no easy matter, however. Causation often lies hidden from view and it is vital that we adopt the right methods for uncovering it. The choice of methods will inevitably reflect what one takes causation to be, making an accurate account of causation an even more pressing matter. This enquiry informs the correct norms for an empirical study of the world. In Causation in Science and the Methods of Scientific Discovery, Rani Lill Anjum and Stephen Mumford propose nine new norms of scientific discovery. A number of existing methodological and philosophical orthodoxies are challenged as they argue that progress in science is being held back by an overly simplistic philosophy of causation.

Understanding Scientific Understanding

Author : Henk W. de Regt
Publisher : Oxford University Press
ISBN 13 : 0190652934
Total Pages : 256 pages
Book Rating : 4.1/5 (96 download)

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Book Synopsis Understanding Scientific Understanding by : Henk W. de Regt

Download or read book Understanding Scientific Understanding written by Henk W. de Regt and published by Oxford University Press. This book was released on 2017-07-24 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is widely acknowledged that a central aim of science is to achieve understanding of the world around us, and that possessing such understanding is highly important in our present-day society. But what does it mean to achieve this understanding? What precisely is scientific understanding? These are philosophical questions that have not yet received satisfactory answers. While there has been an ongoing debate about the nature of scientific explanation since Carl Hempel advanced his covering-law model in 1948, the related notion of understanding has been largely neglected, because most philosophers regarded understanding as merely a subjective by-product of objective explanations. By contrast, this book puts scientific understanding center stage. It is primarily a philosophical study, but also contains detailed historical case studies of scientific practice. In contrast to most existing studies in this area, it takes into account scientists' views and analyzes their role in scientific debate and development. The aim of Understanding Scientific Understanding is to develop and defend a philosophical theory of scientific understanding that can describe and explain the historical variation of criteria for understanding actually employed by scientists. The theory does justice to the insights of such famous physicists as Werner Heisenberg and Richard Feynman, while bringing much-needed conceptual rigor to their intuitions. The scope of the proposed account of understanding is the natural sciences: while the detailed case studies derive from physics, examples from other sciences are presented to illustrate its wider validity.

Occasionalism and the Debate about Causation in Early Modern Germany

Author : Christian Henkel
Publisher : Taylor & Francis
ISBN 13 : 1040012426
Total Pages : 218 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Occasionalism and the Debate about Causation in Early Modern Germany by : Christian Henkel

Download or read book Occasionalism and the Debate about Causation in Early Modern Germany written by Christian Henkel and published by Taylor & Francis. This book was released on 2024-04-01 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first book to focus on occasionalism in early modern German philosophy. It demonstrates that occasionalism provided a strong foundation for the thought of four important yet underexamined German philosophers: Erhard Weigel, Johann Christoph Sturm, Christian Wolff, and Gottfried Ploucquet. Occasionalism is most often associated with Cartesian early modern Christian philosophers, the most famous of whom is perhaps Nicolas Malebranche. Early modern German occasionalism has received very little scholarly attention, leaving us with an incomplete picture of the German causation debate from Leibniz to Kant. This book combines a chronological investigation of four influential and historically connected cases of occasionalism in early modern Germany with a reconstruction of arguments to address specific problems in metaphysics, natural philosophy, philosophy of language, and philosophy of psychology. Providing a sufficient ground for nature and human beings’ mental and physical existence is a pressing issue for Weigel, Sturm, Wolff, and Ploucquet. In examining the thought of these four understudied German philosophers, this book helps us rethink the relation between metaphysics of nature and science of nature and better understand the development of early modern debates about causation. Occasionalism and the Debate about Causation in Early Modern Germany is an important resource for scholars and advanced students working on the history of early modern philosophy and the history of metaphysics and causation.

Policy Evaluation in the Era of COVID-19

Author : Pearl Eliadis
Publisher : Taylor & Francis
ISBN 13 : 1000862615
Total Pages : 172 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Policy Evaluation in the Era of COVID-19 by : Pearl Eliadis

Download or read book Policy Evaluation in the Era of COVID-19 written by Pearl Eliadis and published by Taylor & Francis. This book was released on 2023-04-07 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: Did evaluation meet the challenges of the COVID-19 crisis? How were evaluation practices, architectures, and values affected? Policy Evaluation in the Era of COVID-19 is the first to offer a broad canvas that explores government responses and ideas to tackle the challenges that evaluation practice faces in preparing for the next global crisis. Practitioners and established academic experts in the field of policy evaluation present a sophisticated synthesis of institutional, national, and disciplinary perspectives, with insights drawn from developments in Australia, Canada and the UK, as well as the UN. Contributors examine the impacts of evaluation on socioeconomic recovery planning, government innovations in pivoting internal operations to address the crisis, and the role of parliamentary and audit institutions during the pandemic. Chapters also example the Sustainable Development Goals, and the inadequacy of human rights-based approaches in evaluation, while examining the imperative proposed by some authors that it is time that we take seriously the call for substantial transformation. Written in a clear and accessible style, Policy Evaluation in the Era of COVID-19 offers a much-needed insight on the role evaluation played during this unique and critical juncture in history.