Probability and Statistics in Experimental Physics
Title | Probability and Statistics in Experimental Physics PDF eBook |
Author | Byron P. Roe |
Publisher | Springer Science & Business Media |
Total Pages | 219 |
Release | 2013-03-09 |
Genre | Science |
ISBN | 1475721862 |
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.
Statistical Methods in Experimental Physics
Title | Statistical Methods in Experimental Physics PDF eBook |
Author | Frederick James |
Publisher | World Scientific |
Total Pages | 366 |
Release | 2006 |
Genre | Science |
ISBN | 981256795X |
The first edition of this classic book has become the authoritative reference for physicists desiring to master the finer points of statistical data analysis. This second edition contains all the important material of the first, much of it unavailable from any other sources. In addition, many chapters have been updated with considerable new material, especially in areas concerning the theory and practice of confidence intervals, including the important Feldman-Cousins method. Both frequentist and Bayesian methodologies are presented, with a strong emphasis on techniques useful to physicists and other scientists in the interpretation of experimental data and comparison with scientific theories. This is a valuable textbook for advanced graduate students in the physical sciences as well as a reference for active researchers.
Statistical Methods in Experimental Physics
Title | Statistical Methods in Experimental Physics PDF eBook |
Author | W. T. Eadie |
Publisher | North-Holland |
Total Pages | 318 |
Release | 1971 |
Genre | Mathematics |
ISBN |
Probability and Statistics in the Physical Sciences
Title | Probability and Statistics in the Physical Sciences PDF eBook |
Author | Byron P. Roe |
Publisher | Springer Nature |
Total Pages | 285 |
Release | 2020-09-26 |
Genre | Science |
ISBN | 3030536947 |
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.
Statistical Methods for Physical Science
Title | Statistical Methods for Physical Science PDF eBook |
Author | |
Publisher | Academic Press |
Total Pages | 563 |
Release | 1994-12-13 |
Genre | Science |
ISBN | 0080860168 |
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
Probability and Statistics for Particle Physics
Title | Probability and Statistics for Particle Physics PDF eBook |
Author | Carlos Maña |
Publisher | Springer |
Total Pages | 252 |
Release | 2017-04-21 |
Genre | Science |
ISBN | 3319557386 |
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.
Probability and Statistics in Particle Physics
Title | Probability and Statistics in Particle Physics PDF eBook |
Author | A. G. Frodesen |
Publisher | |
Total Pages | 556 |
Release | 1979 |
Genre | Mathematics |
ISBN |