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Probability for Physicists

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Probability for Physicists/ by Simon Širca.
Author:	Širca, Simon.
Description:	XIV, 415 p. 142 illus., 29 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Statistical physics. -
Online resource:	https://doi.org/10.1007/978-3-319-31611-6
ISBN:	9783319316116

Probability for Physicists
Širca, Simon.

Probability for Physicists[electronic resource] /by Simon Širca. - 1st ed. 2016. - XIV, 415 p. 142 illus., 29 illus. in color.online resource. - Graduate Texts in Physics,1868-4513. - Graduate Texts in Physics,.

Basic Terminology -- Probability Distributions -- Special Continuous Probability Distributions -- Expected Values -- Special Discrete Probability Distributions -- Convolution -- Samples -- Estimation of Parameters and Statistical Tests -- Regression -- Entropy -- Markov Processes -- Generation of Pseudorandom Numbers -- Monte Carlo Method -- Stochastic Population Modeling.

This book is designed as a practical and intuitive introduction to probability, statistics and random quantities for physicists. The book aims at getting to the main points by a clear, hands-on exposition supported by well-illustrated and worked-out examples. A strong focus on applications in physics and other natural sciences is maintained throughout. In addition to basic concepts of random variables, distributions, expected values and statistics, the book discusses the notions of entropy, Markov processes, and fundamentals of random number generation and Monte-Carlo methods.

ISBN: 9783319316116

Standard No.: 10.1007/978-3-319-31611-6doiSubjects--Topical Terms:

528048
Statistical physics.

LC Class. No.: QC174.7-175.36

Dewey Class. No.: 621

Probability for Physicists
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