Data Analysis Techniques for Physical Scientists PDF
By:Claude A. Pruneau
Published on 2017-10-05 by Cambridge University Press
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.
This Book was ranked at 32 by Google Books for keyword Science Math Experiments Instruments Measurement novel.
Book ID of Data Analysis Techniques for Physical Scientists's Books is Yj41DwAAQBAJ, Book which was written byClaude A. Pruneauhave ETAG "FPDminvJPh0"
Book which was published by Cambridge University Press since 2017-10-05 have ISBNs, ISBN 13 Code is 9781108267885 and ISBN 10 Code is 1108267882
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Download Data Analysis Techniques for Physical Scientists Books Free
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Download Data Analysis Techniques for Physical Scientists PDF
Download Data Analysis Techniques for Physical Scientists Books
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