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Author : Mark Kac
Publisher : American Mathematical Soc.
ISBN 13 : 0821800477
Total Pages : 282 pages
Book Rating : 4.8/5 (218 download)
Download or read book Probability and Related Topics in Physical Sciences written by Mark Kac and published by American Mathematical Soc.. This book was released on 1959-12-31 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nothing provided
Author : Mark Kac
Publisher :
ISBN 13 :
Total Pages : 266 pages
Book Rating : 4.:/5 ( download)
Download or read book Probability and Related Topics in Physical Sciences written by Mark Kac and published by . This book was released on 1959 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Byron P. Roe
Publisher : Springer Nature
ISBN 13 : 3030536947
Total Pages : 285 pages
Book Rating : 4.0/5 (35 download)
Download or read book Probability and Statistics in the Physical Sciences written by Byron P. Roe and published by Springer Nature. This book was released on 2020-09-26 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, now in its third edition, offers a practical guide to the use of probability and statistics in experimental physics that is of value for both advanced undergraduates and graduate students. Focusing on applications and theorems and techniques actually used in experimental research, it includes worked problems with solutions, as well as homework exercises to aid understanding. Suitable for readers with no prior knowledge of statistical techniques, the book comprehensively discusses the topic and features a number of interesting and amusing applications that are often neglected. Providing an introduction to neural net techniques that encompasses deep learning, adversarial neural networks, and boosted decision trees, this new edition includes updated chapters with, for example, additions relating to generating and characteristic functions, Bayes’ theorem, the Feldman-Cousins method, Lagrange multipliers for constraints, estimation of likelihood ratios, and unfolding problems.
Author : Andy Lawrence
Publisher : Springer Nature
ISBN 13 : 3030045447
Total Pages : 347 pages
Book Rating : 4.0/5 (3 download)
Download or read book Probability in Physics written by Andy Lawrence and published by Springer Nature. This book was released on 2019-09-01 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook presents an introduction to the use of probability in physics, treating introductory ideas of both statistical physics and of statistical inference, as well the importance of probability in information theory, quantum mechanics, and stochastic processes, in a unified manner. The book also presents a harmonised view of frequentist and Bayesian approaches to inference, emphasising their complementary value. The aim is to steer a middle course between the "cookbook" style and an overly dry mathematical statistics style. The treatment is driven by real physics examples throughout, but developed with a level of mathematical clarity and rigour appropriate to mid-career physics undergraduates. Exercises and solutions are included.
Author : Carlos Maña
Publisher : Springer
ISBN 13 : 3319557386
Total Pages : 244 pages
Book Rating : 4.3/5 (195 download)
Download or read book Probability and Statistics for Particle Physics written by Carlos Maña and published by Springer. This book was released on 2017-04-21 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprehensively presents the basic concepts of probability and Bayesian inference with sufficient generality to make them applicable to current problems in scientific research. The first chapter provides the fundamentals of probability theory that are essential for the analysis of random phenomena. The second chapter includes a full and pragmatic review of the Bayesian methods that constitute a natural and coherent framework with enough freedom to analyze all the information available from experimental data in a conceptually simple manner. The third chapter presents the basic Monte Carlo techniques used in scientific research, allowing a large variety of problems to be handled difficult to tackle by other procedures. The author also introduces a basic algorithm, which enables readers to simulate samples from simple distribution, and describes useful cases for researchers in particle physics.The final chapter is devoted to the basic ideas of Information Theory, which are important in the Bayesian methodology. This highly readable book is appropriate for graduate-level courses, while at the same time being useful for scientific researches in general and for physicists in particular since most of the examples are from the field of Particle Physics.
Author : Simon Širca
Publisher : Springer
ISBN 13 : 3319316117
Total Pages : 415 pages
Book Rating : 4.3/5 (193 download)
Download or read book Probability for Physicists written by Simon Širca and published by Springer. This book was released on 2016-05-20 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is designed as a practical and intuitive introduction to probability, statistics and random quantities for physicists. The book aims at getting to the main points by a clear, hands-on exposition supported by well-illustrated and worked-out examples. A strong focus on applications in physics and other natural sciences is maintained throughout. In addition to basic concepts of random variables, distributions, expected values and statistics, the book discusses the notions of entropy, Markov processes, and fundamentals of random number generation and Monte-Carlo methods.
Author : Wolfgang von der Linden
Publisher : Cambridge University Press
ISBN 13 : 1107035902
Total Pages : 653 pages
Book Rating : 4.1/5 (7 download)
Download or read book Bayesian Probability Theory written by Wolfgang von der Linden and published by Cambridge University Press. This book was released on 2014-06-12 with total page 653 pages. Available in PDF, EPUB and Kindle. Book excerpt: Covering all aspects of probability theory, statistics and data analysis from a Bayesian perspective for graduate students and researchers.
Author : Yemima Ben-Menahem
Publisher : Springer Science & Business Media
ISBN 13 : 3642213286
Total Pages : 325 pages
Book Rating : 4.6/5 (422 download)
Download or read book Probability in Physics written by Yemima Ben-Menahem and published by Springer Science & Business Media. This book was released on 2012-01-25 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: What is the role and meaning of probability in physical theory, in particular in two of the most successful theories of our age, quantum physics and statistical mechanics? Laws once conceived as universal and deterministic, such as Newton‘s laws of motion, or the second law of thermodynamics, are replaced in these theories by inherently probabilistic laws. This collection of essays by some of the world‘s foremost experts presents an in-depth analysis of the meaning of probability in contemporary physics. Among the questions addressed are: How are probabilities defined? Are they objective or subjective? What is their explanatory value? What are the differences between quantum and classical probabilities? The result is an informative and thought-provoking book for the scientifically inquisitive.
Author : Claus Beisbart
Publisher : Oxford University Press
ISBN 13 : 0199577439
Total Pages : 450 pages
Book Rating : 4.1/5 (995 download)
Download or read book Probabilities in Physics written by Claus Beisbart and published by Oxford University Press. This book was released on 2011-09-15 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume provides a philosophical appraisal of probabilities in all of physics. It makes sense of probabilistic statements as they occur in the various physical theories and models and presents a plausible epistemology and metaphysics of probabilities.
Author : R.D. Rosenkrantz
Publisher : Springer Science & Business Media
ISBN 13 : 9400965818
Total Pages : 457 pages
Book Rating : 4.4/5 (9 download)
Download or read book E. T. Jaynes: Papers on Probability, Statistics and Statistical Physics written by R.D. Rosenkrantz and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 457 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first six chapters of this volume present the author's 'predictive' or information theoretic' approach to statistical mechanics, in which the basic probability distributions over microstates are obtained as distributions of maximum entropy (Le. , as distributions that are most non-committal with regard to missing information among all those satisfying the macroscopically given constraints). There is then no need to make additional assumptions of ergodicity or metric transitivity; the theory proceeds entirely by inference from macroscopic measurements and the underlying dynamical assumptions. Moreover, the method of maximizing the entropy is completely general and applies, in particular, to irreversible processes as well as to reversible ones. The next three chapters provide a broader framework - at once Bayesian and objective - for maximum entropy inference. The basic principles of inference, including the usual axioms of probability, are seen to rest on nothing more than requirements of consistency, above all, the requirement that in two problems where we have the same information we must assign the same probabilities. Thus, statistical mechanics is viewed as a branch of a general theory of inference, and the latter as an extension of the ordinary logic of consistency. Those who are familiar with the literature of statistics and statistical mechanics will recognize in both of these steps a genuine 'scientific revolution' - a complete reversal of earlier conceptions - and one of no small significance.
Author : Alston Scott Householder
Publisher :
ISBN 13 :
Total Pages : 292 pages
Book Rating : 4.3/5 (91 download)
Download or read book Proceedings of the Summer Seminar, Boulder, Colorado, 1957: Probability and related topics in physical sciences, by M. Kac written by Alston Scott Householder and published by . This book was released on 1959 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Tulsi Dass
Publisher : Universities Press
ISBN 13 : 9788173710896
Total Pages : 718 pages
Book Rating : 4.7/5 (18 download)
Download or read book Mathematical Methods In Classical And Quantum Physics written by Tulsi Dass and published by Universities Press. This book was released on 1998 with total page 718 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is intended to provide an adequate background for various theortical physics courses, especially those in classical mechanics, electrodynamics, quatum mechanics and statistical physics. Each topic is dealt with in a generally self-contained manner and the text is interspersed with a number of solved examples ad a large number of exercise problems.
Author :
Publisher : Academic Press
ISBN 13 : 0080860168
Total Pages : 563 pages
Book Rating : 4.0/5 (88 download)
Download or read book Statistical Methods for Physical Science written by and published by Academic Press. This book was released on 1994-12-13 with total page 563 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume of Methods of Experimental Physics provides an extensive introduction to probability and statistics in many areas of the physical sciences, with an emphasis on the emerging area of spatial statistics. The scope of topics covered is wide-ranging-the text discusses a variety of the most commonly used classical methods and addresses newer methods that are applicable or potentially important. The chapter authors motivate readers with their insightful discussions. Examines basic probability, including coverage of standard distributions, time series models, and Monte Carlo methods Describes statistical methods, including basic inference, goodness of fit, maximum likelihood, and least squares Addresses time series analysis, including filtering and spectral analysis Includes simulations of physical experiments Features applications of statistics to atmospheric physics and radio astronomy Covers the increasingly important area of modern statistical computing
Author : Byron P. Roe
Publisher :
ISBN 13 : 9788303053695
Total Pages : 0 pages
Book Rating : 4.0/5 (536 download)
Download or read book Probability and Statistics in the Physical Sciences written by Byron P. Roe and published by . This book was released on 2020 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, now in its third edition, offers a practical guide to the use of probability and statistics in experimental physics that is of value for both advanced undergraduates and graduate students. Focusing on applications and theorems and techniques actually used in experimental research, it includes worked problems with solutions, as well as homework exercises to aid understanding. Suitable for readers with no prior knowledge of statistical techniques, the book comprehensively discusses the topic and features a number of interesting and amusing applications that are often neglected. Providing an introduction to neural net techniques that encompasses deep learning, adversarial neural networks, and boosted decision trees, this new edition includes updated chapters with, for example, additions relating to generating and characteristic functions, Bayes' theorem, the Feldman-Cousins method, Lagrange multipliers for constraints, estimation of likelihood ratios, and unfolding problems.
Author : S. G. Brush
Publisher :
ISBN 13 :
Total Pages : 42 pages
Book Rating : 4.3/5 (91 download)
Download or read book Functional Integrals and Statistical Physics written by S. G. Brush and published by . This book was released on 1959 with total page 42 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Gerard G. Emch
Publisher : Springer Science & Business Media
ISBN 13 : 3662048868
Total Pages : 707 pages
Book Rating : 4.6/5 (62 download)
Download or read book The Logic of Thermostatistical Physics written by Gerard G. Emch and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 707 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is devoted to a thorough analysis of the role that models play in the practise of physical theory. The authors, a mathematical physicist and a philosopher of science, appeal to the logicians’ notion of model theory as well as to the concepts of physicists.
Author : Byron P. Roe
Publisher : Springer Science & Business Media
ISBN 13 : 1475721862
Total Pages : 219 pages
Book Rating : 4.4/5 (757 download)
Download or read book Probability and Statistics in Experimental Physics written by Byron P. Roe and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: A practical introduction to the use of probability and statistics in experimental physics for graduate students and advanced undergraduates. Intended as a practical guide, and not as a comprehensive text, the emphasis is on applications and understanding, on theorems and techniques that are actually used in experimental physics. Proofs of theorems are generally omitted unless they contribute to the intuition in understanding and applying the theorem. The problems, many with worked solutions, introduce the student to the use of computers; occasional reference is made to some of the Fortran routines available in the CERN library, but other systems, such as Maple, will also be useful.
