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Probability for physicists

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Probability for physicists

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Probability for physicists/ by Simon Sirca.
作者:	Sirca, Simon.
出版者:	Cham :Springer International Publishing : : 2016.,
面頁冊數:	xiv, 415 p. :ill. (some col.), digital ; : 24 cm.;
Contained By:	Springer eBooks
標題:	Probabilities. -
電子資源:	http://dx.doi.org/10.1007/978-3-319-31611-6
ISBN:	9783319316116

Probability for physicists
Sirca, Simon.

Probability for physicists[electronic resource] /by Simon Sirca. - Cham :Springer International Publishing :2016. - xiv, 415 p. :ill. (some col.), digital ;24 cm. - 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:

527847
Probabilities.

LC Class. No.: QA273

Dewey Class. No.: 519.2

Probability for physicists
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260 $a Cham : $c 2016. $b Springer International Publishing : $b Imprint: Springer,
300 $a xiv, 415 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Graduate texts in physics, $x 1868-4513
505 0 $a 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.
520 $a 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.
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650 2 4 $a Mathematical Methods in Physics. $3 670749
650 2 4 $a Probability Theory and Stochastic Processes. $3 593945
650 2 4 $a Mathematical Applications in the Physical Sciences. $3 786649
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856 4 0 $u http://dx.doi.org/10.1007/978-3-319-31611-6
950 $a Physics and Astronomy (Springer-11651)

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