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Books > Science & Mathematics > Physics > Applied physics & special topics
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Data Analysis Techniques for Physical Scientists (Hardcover)
Loot Price: R2,826
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Data Analysis Techniques for Physical Scientists (Hardcover)
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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.
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