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An Invitation to Probability and Data Analysis for Physicists

This book is an introduction to probability, statistics, data analysis, and hypothesis testing in physics. It is designed to be taught at different levels, from basic to advanced, and to be enjoyed by anyone doing research in the physical sciences or related subjects. It aims to be a companion in a...

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Dettagli Bibliografici
Autore principale: Piazza, Roberto (Autore)
Ente Autore: SpringerLink (Online service)
Natura: Elettronico eBook
Lingua:inglese
Pubblicazione: Cham : Springer Nature Switzerland : Imprint: Springer, 2025.
Edizione:1st ed. 2025.
Serie:UNITEXT for Physics,
Soggetti:
Measurement.
Measuring instruments.
Statistics .
Stochastic processes.
Mathematical physics.
Measurement Science and Instrumentation.
Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Stochastic Processes.
Theoretical, Mathematical and Computational Physics.
Accesso online:https://doi.org/10.1007/978-3-031-83856-9
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Sommario:
  • Describing the data
  • Probability: basic concepts
  • Probability distributions
  • Probability: Accessories for Use
  • Probability and Information
  • Speculating about probability
  • Probability and statistics in physics
  • Randomness in measurements
  • Data Analysis and decision theory.

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