statistical methods for physical science methods of experimental physics

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Statistical Methods For Physical Science

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ISBN : 0080860168
Genre : Science
File Size : 35. 81 MB
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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

Statistical Methods In Experimental Physics

Author : Frederick James
ISBN : 9789812567956
Genre : Science
File Size : 23. 87 MB
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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.

Atomic Molecular And Optical Physics

Author : F. B. Dunning
ISBN : UOM:39076001676522
Genre : Science
File Size : 87. 22 MB
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Syncope Cases

Author : Roberto García-Civera
ISBN : 9780470995006
Genre : Medical
File Size : 63. 83 MB
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This book presents a unique collection of clinical cases to help combat the difficulty of diagnosis and treatment of Syncope. Medical professionals using this book are provided with a reference to a large array of succinctly described and illustrated clinical scenarios. Each case is presented with the results of appropriate tests and critical comments about the evaluation, diagnosis and treatment according to guidelines. Syncope is considered a difficult diagnostic and treatment problem for all who work in the field. Regardless of your prior knowledge, you will find the case studies easy to digest, enlightening, and immediately pertinent to improving the care patients – giving you confidence in your diagnosis and your advice. The editors have developed a lively and easy-to-read book with a focused expert editorial commentary, offering the reader a broader and easily understood context for each case, as well as key citations from the literature. Syncope Cases is a valuable contribution to your collection; edited by seven prominent authorities on the management of syncope from four countries, with more than 130 contributors, this book provides a unique additional step in the fostering of a better understanding of the many factors that can cause syncope, with the ultimate goal of facilitating the delivery of more precise and cost-effective care for syncope patients. It is a contribution that should be widely read, and one that offers the possibility of distinctly enhancing medical care of the syncope patient.

Statistics

Author : R. J. Barlow
ISBN : 9781118723234
Genre : Science
File Size : 23. 30 MB
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The Manchester Physics Series General Editors: D. J. Sandiford; F. Mandl; A. C. Phillips Department of Physics and Astronomy, University of Manchester Properties of Matter B. H. Flowers and E. Mendoza Optics Second Edition F. G. Smith and J. H. Thomson Statistical Physics Second Edition F. Mandl Electromagnetism Second Edition I. S. Grant and W. R. Phillips Statistics R. J. Barlow Solid State Physics Second Edition J. R. Hook and H. E. Hall Quantum Mechanics F. Mandl Particle Physics Second Edition B. R. Martin and G. Shaw The Physics of Stars Second Edition A.C. Phillips Computing for Scientists R. J. Barlow and A. R. Barnett Written by a physicist, Statistics is tailored to the needs of physical scientists, containing and explaining all they need to know. It concentrates on parameter estimation, especially the methods of Least Squares and Maximum Likelihood, but other techniques, such as hypothesis testing, Bayesian statistics and non-parametric methods are also included. Intended for reasonably numerate scientists it contains all the basic formulae, their derivations and applications, together with some more advanced ones. Statistics features: * Comprehensive coverage of the essential techniques physical scientists are likely to need. * A wealth of examples, and problems with their answers. * Flexible structure and organisation allows it to be used as a course text and a reference. * A review of the basics, so that little prior knowledge is required.

Statistical Data Analysis For The Physical Sciences

Author : Adrian Bevan
ISBN : 9781107067592
Genre : Science
File Size : 83. 61 MB
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Data analysis lies at the heart of every experimental science. Providing a modern introduction to statistics, this book is ideal for undergraduates in physics. It introduces the necessary tools required to analyse data from experiments across a range of areas, making it a valuable resource for students. In addition to covering the basic topics, the book also takes in advanced and modern subjects, such as neural networks, decision trees, fitting techniques and issues concerning limit or interval setting. Worked examples and case studies illustrate the techniques presented, and end-of-chapter exercises help test the reader's understanding of the material.

Statistics For Physical Sciences

Author : Brian Martin
ISBN : 9780123877604
Genre : Mathematics
File Size : 82. 79 MB
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"Statistics in physical science is principally concerned with the analysis of numerical data, so in Chapter 1 there is a review of what is meant by an experiment, and how the data that it produces are displayed and characterized by a few simple numbers"--

Data Analysis Techniques For Physical Scientists

Author : Claude A. Pruneau
ISBN : 9781108267885
Genre : Science
File Size : 90. 91 MB
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A comprehensive guide to data analysis techniques for physical scientists, providing a valuable resource for advanced undergraduate and graduate students, as well as seasoned researchers. The book begins with an extensive discussion of the foundational concepts and methods of probability and statistics under both the frequentist and Bayesian interpretations of probability. It next presents basic concepts and techniques used for measurements of particle production cross-sections, correlation functions, and particle identification. Much attention is devoted to notions of statistical and systematic errors, beginning with intuitive discussions and progressively introducing the more formal concepts of confidence intervals, credible range, and hypothesis testing. The book also includes an in-depth discussion of the methods used to unfold or correct data for instrumental effects associated with measurement and process noise as well as particle and event losses, before ending with a presentation of elementary Monte Carlo techniques.

Geophysics Field Measurements

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ISBN : 0080860125
Genre : Science
File Size : 21. 76 MB
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Geophysics Field Measurements

Data Reduction And Error Analysis For The Physical Sciences

Author : Philip R. Bevington
ISBN : 0071199268
Genre : Data reduction
File Size : 35. 20 MB
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The purpose of this book is to provide an introduction to the concepts of statistical analysis of data for students at the undergraduate and graduate level, and to provide tools for data reduction and error analysis commonly required in the physical sciences. The presentation is developed from a practical point of view, including enough derivation to justify the results, but emphasizing methods of handling data more than theory. The text provides a variety of numerical and graphical techniques. Computer programs that support these techniques will be available on an accompanying website in both Fortran and C++.

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