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Probability for physicists

Sirca, Simon.

Probability for physicists

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Probability for physicistsby 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$q(electronic bk.)

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$q(electronic bk.)

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

182046
Probabilities.

LC Class. No.: QA273

Dewey Class. No.: 519.2

Probability for physicists
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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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