Data Analysis Techniques for Physical Scientists

Data Analysis Techniques for Physical Scientists
Author: Claude A. Pruneau
Publisher: Cambridge University Press
Total Pages: 719
Release: 2017-10-05
Genre: Science
ISBN: 1108267882


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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.


Data Analysis Techniques for Physical Scientists
Language: en
Pages: 719
Authors: Claude A. Pruneau
Categories: Science
Type: BOOK - Published: 2017-10-05 - Publisher: Cambridge University Press

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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 we
Data Analysis with Excel®
Language: en
Pages: 468
Authors: Les Kirkup
Categories: Computers
Type: BOOK - Published: 2002-03-07 - Publisher: Cambridge University Press

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An essential introduction to data analysis techniques using spreadsheets, for undergraduate and graduate students.
Bayesian Logical Data Analysis for the Physical Sciences
Language: en
Pages: 498
Authors: Phil Gregory
Categories: Mathematics
Type: BOOK - Published: 2005-04-14 - Publisher: Cambridge University Press

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Bayesian inference provides a simple and unified approach to data analysis, allowing experimenters to assign probabilities to competing hypotheses of interest,
Statistical Data Analysis for the Physical Sciences
Language: en
Pages: 233
Authors: Adrian Bevan
Categories: Science
Type: BOOK - Published: 2013-05-09 - Publisher: Cambridge University Press

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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.
Statistics for Physical Sciences
Language: en
Pages: 313
Authors: Brian Martin
Categories: Mathematics
Type: BOOK - Published: 2012-01-19 - Publisher: Academic Press

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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 experimen