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Author : H. L. F. Verbraak
Publisher :
ISBN 13 : 9789090038858
Total Pages : 195 pages
Book Rating : 4.5X/5 ( download)
Download or read book The Logic of Objective Bayesianism written by H. L. F. Verbraak and published by . This book was released on 1990 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Jon Williamson
Publisher : Oxford University Press
ISBN 13 : 0199228000
Total Pages : 192 pages
Book Rating : 4.03/5 ( download)
Download or read book In Defence of Objective Bayesianism written by Jon Williamson and published by Oxford University Press. This book was released on 2010-05-13 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: Objective Bayesianism is a methodological theory that is currently applied in statistics, philosophy, artificial intelligence, physics and other sciences. This book develops the formal and philosophical foundations of the theory, at a level accessible to a graduate student with some familiarity with mathematical notation.
Author : Jon Williamson
Publisher : OUP Oxford
ISBN 13 : 0191576131
Total Pages : 192 pages
Book Rating : 4.33/5 ( download)
Download or read book In Defence of Objective Bayesianism written by Jon Williamson and published by OUP Oxford. This book was released on 2010-05-13 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: How strongly should you believe the various propositions that you can express? That is the key question facing Bayesian epistemology. Subjective Bayesians hold that it is largely (though not entirely) up to the agent as to which degrees of belief to adopt. Objective Bayesians, on the other hand, maintain that appropriate degrees of belief are largely (though not entirely) determined by the agent's evidence. This book states and defends a version of objective Bayesian epistemology. According to this version, objective Bayesianism is characterized by three norms: · Probability - degrees of belief should be probabilities · Calibration - they should be calibrated with evidence · Equivocation - they should otherwise equivocate between basic outcomes Objective Bayesianism has been challenged on a number of different fronts. For example, some claim it is poorly motivated, or fails to handle qualitative evidence, or yields counter-intuitive degrees of belief after updating, or suffers from a failure to learn from experience. It has also been accused of being computationally intractable, susceptible to paradox, language dependent, and of not being objective enough. Especially suitable for graduates or researchers in philosophy of science, foundations of statistics and artificial intelligence, the book argues that these criticisms can be met and that objective Bayesianism is a promising theory with an exciting agenda for further research.
Author : Richard C. Jeffrey
Publisher : University of Chicago Press
ISBN 13 : 0226395820
Total Pages : 245 pages
Book Rating : 4.21/5 ( download)
Download or read book The Logic of Decision written by Richard C. Jeffrey and published by University of Chicago Press. This book was released on 1990-07-15 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: "[This book] proposes new foundations for the Bayesian principle of rational action, and goes on to develop a new logic of desirability and probabtility."—Frederic Schick, Journal of Philosophy
Author : Jonah N. Schupbach
Publisher : Cambridge University Press
ISBN 13 : 110865942X
Total Pages : pages
Book Rating : 4.20/5 ( download)
Download or read book Bayesianism and Scientific Reasoning written by Jonah N. Schupbach and published by Cambridge University Press. This book was released on 2022-01-31 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This Element explores the Bayesian approach to the logic and epistemology of scientific reasoning. Section 1 introduces the probability calculus as an appealing generalization of classical logic for uncertain reasoning. Section 2 explores some of the vast terrain of Bayesian epistemology. Three epistemological postulates suggested by Thomas Bayes in his seminal work guide the exploration. This section discusses modern developments and defenses of these postulates as well as some important criticisms and complications that lie in wait for the Bayesian epistemologist. Section 3 applies the formal tools and principles of the first two sections to a handful of topics in the epistemology of scientific reasoning: confirmation, explanatory reasoning, evidential diversity and robustness analysis, hypothesis competition, and Ockham's Razor.
Author : Jon Williamson
Publisher : Oxford University Press
ISBN 13 : 019853079X
Total Pages : 250 pages
Book Rating : 4.94/5 ( download)
Download or read book Bayesian Nets and Causality: Philosophical and Computational Foundations written by Jon Williamson and published by Oxford University Press. This book was released on 2005 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bayesian nets are used in artificial intelligence as a calculus for causal reasoning, enabling machines to make predictions perform diagnoses, take decisions and even to discover causal relationships. This book brings together how to automate reasoning in artificial intelligence, and the nature of causality and probability in philosophy.
Author : Rolf Haenni
Publisher : Springer Science & Business Media
ISBN 13 : 9400700083
Total Pages : 154 pages
Book Rating : 4.86/5 ( download)
Download or read book Probabilistic Logics and Probabilistic Networks written by Rolf Haenni and published by Springer Science & Business Media. This book was released on 2010-11-19 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: While probabilistic logics in principle might be applied to solve a range of problems, in practice they are rarely applied - perhaps because they seem disparate, complicated, and computationally intractable. This programmatic book argues that several approaches to probabilistic logic fit into a simple unifying framework in which logically complex evidence is used to associate probability intervals or probabilities with sentences. Specifically, Part I shows that there is a natural way to present a question posed in probabilistic logic, and that various inferential procedures provide semantics for that question, while Part II shows that there is the potential to develop computationally feasible methods to mesh with this framework. The book is intended for researchers in philosophy, logic, computer science and statistics. A familiarity with mathematical concepts and notation is presumed, but no advanced knowledge of logic or probability theory is required.
Author : Michael G. Titelbaum
Publisher : Oxford University Press
ISBN 13 : 0198707606
Total Pages : 217 pages
Book Rating : 4.08/5 ( download)
Download or read book Fundamentals of Bayesian Epistemology 1 written by Michael G. Titelbaum and published by Oxford University Press. This book was released on 2022 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: 'Fundamentals of Bayesian Epistemology' provides an accessible introduction to the key concepts and principles of the Bayesian formalism. This volume introduces degrees of belief as a concept in epistemology and the rules for updating degrees of belief derived from Bayesian principles.--
Author : José M. Bernardo
Publisher : John Wiley & Sons
ISBN 13 : 047031771X
Total Pages : 608 pages
Book Rating : 4.16/5 ( download)
Download or read book Bayesian Theory written by José M. Bernardo and published by John Wiley & Sons. This book was released on 2009-09-25 with total page 608 pages. Available in PDF, EPUB and Kindle. Book excerpt: This highly acclaimed text, now available in paperback, provides a thorough account of key concepts and theoretical results, with particular emphasis on viewing statistical inference as a special case of decision theory. Information-theoretic concepts play a central role in the development of the theory, which provides, in particular, a detailed discussion of the problem of specification of so-called prior ignorance . The work is written from the authors s committed Bayesian perspective, but an overview of non-Bayesian theories is also provided, and each chapter contains a wide-ranging critical re-examination of controversial issues. The level of mathematics used is such that most material is accessible to readers with knowledge of advanced calculus. In particular, no knowledge of abstract measure theory is assumed, and the emphasis throughout is on statistical concepts rather than rigorous mathematics. The book will be an ideal source for all students and researchers in statistics, mathematics, decision analysis, economic and business studies, and all branches of science and engineering, who wish to further their understanding of Bayesian statistics
Author :
Publisher : Elsevier
ISBN 13 : 0080930581
Total Pages : 735 pages
Book Rating : 4.89/5 ( download)
Download or read book Philosophy of Mathematics written by and published by Elsevier. This book was released on 2009-07-08 with total page 735 pages. Available in PDF, EPUB and Kindle. Book excerpt: One of the most striking features of mathematics is the fact that we are much more certain about the mathematical knowledge we have than about what mathematical knowledge is knowledge of. Are numbers, sets, functions and groups physical entities of some kind? Are they objectively existing objects in some non-physical, mathematical realm? Are they ideas that are present only in the mind? Or do mathematical truths not involve referents of any kind? It is these kinds of questions that have encouraged philosophers and mathematicians alike to focus their attention on issues in the philosophy of mathematics. Over the centuries a number of reasonably well-defined positions about the nature of mathematics have been developed and it is these positions (both historical and current) that are surveyed in the current volume. Traditional theories (Platonism, Aristotelianism, Kantianism), as well as dominant modern theories (logicism, formalism, constructivism, fictionalism, etc.), are all analyzed and evaluated. Leading-edge research in related fields (set theory, computability theory, probability theory, paraconsistency) is also discussed. The result is a handbook that not only provides a comprehensive overview of recent developments but that also serves as an indispensable resource for anyone wanting to learn about current developments in the philosophy of mathematics. -Comprehensive coverage of all main theories in the philosophy of mathematics-Clearly written expositions of fundamental ideas and concepts-Definitive discussions by leading researchers in the field-Summaries of leading-edge research in related fields (set theory, computability theory, probability theory, paraconsistency) are also included
