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An invitation to probability and data analysis for physicists

Record Type:	Electronic resources : Monograph/item
Title/Author:	An invitation to probability and data analysis for physicistsby Roberto Piazza.
Author:	Piazza, Roberto.
Published:	Cham :Springer Nature Switzerland :2025.
Description:	xiv, 408 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Statistical physics.
Online resource:	https://doi.org/10.1007/978-3-031-83856-9
ISBN:	9783031838569$q(electronic bk.)

An invitation to probability and data analysis for physicists
Piazza, Roberto.

An invitation to probability and data analysis for physicists[electronic resource] /by Roberto Piazza. - Cham :Springer Nature Switzerland :2025. - xiv, 408 p. :ill., digital ;24 cm. - UNITEXT for physics,2198-7890. - UNITEXT for physics..

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.

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 journey leading the reader to appreciate and enjoy the major role of these subjects in all aspects of the physical sciences. With specific examples, the book encourages readers to meditate on the distinctive meaning of probability in classical and quantum physics. The author draws on his teaching experience in statistical physics and data analysis, as well as his research work in fields like complex systems and soft matter, to provide a comprehensive introduction to statistical methods.

ISBN: 9783031838569$q(electronic bk.)

Standard No.: 10.1007/978-3-031-83856-9doiSubjects--Topical Terms:

183716
Statistical physics.

LC Class. No.: QC174.8

Dewey Class. No.: 530.1595

An invitation to probability and data analysis for physicists
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505 0 $a 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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