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  2. Forskning og information: generelt
  3. Dataanalyse: generelt

Data Analysis Techniques for Physical Scientists

Af: Claude A. Pruneau Engelsk Hardback

Data Analysis Techniques for Physical Scientists

Af: Claude A. Pruneau Engelsk Hardback
Tjek vores konkurrenters priser
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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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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Se mere i:
Produktdetaljer
Sprog: Engelsk
Sider: 716
ISBN-13: 9781108416788
Indbinding: Hardback
Udgave:
ISBN-10: 1108416780
Kategori: Dataanalyse: generelt
Udg. Dato: 5 okt 2017
Længde: 35mm
Bredde: 193mm
Højde: 253mm
Forlag: Cambridge University Press
Oplagsdato: 5 okt 2017
Forfatter(e): Claude A. Pruneau
Forfatter(e) Claude A. Pruneau

Kategori Dataanalyse: generelt

ISBN-13 9781108416788

Sprog Engelsk

Indbinding Hardback

Sider 716

Udgave

Længde 35mm

Bredde 193mm

Højde 253mm

Udg. Dato 5 okt 2017

Oplagsdato 5 okt 2017

Forlag Cambridge University Press

Kategori sammenhænge