Probability for Physicists

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 physic...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Sirca, Simon (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2016.
Σειρά:Graduate Texts in Physics,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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245 1 0 |a Probability for Physicists  |h [electronic resource] /  |c by Simon Sirca. 
264 1 |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2016. 
300 |a XIV, 415 p. 142 illus., 29 illus. in color.  |b online resource. 
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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. 
650 0 |a Physics. 
650 0 |a Chemistry, Physical and theoretical. 
650 0 |a Mathematical physics. 
650 0 |a Probabilities. 
650 0 |a Statistical physics. 
650 0 |a Dynamical systems. 
650 1 4 |a Physics. 
650 2 4 |a Statistical Physics, Dynamical Systems and Complexity. 
650 2 4 |a Mathematical Methods in Physics. 
650 2 4 |a Probability Theory and Stochastic Processes. 
650 2 4 |a Mathematical Applications in the Physical Sciences. 
650 2 4 |a Theoretical and Computational Chemistry. 
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776 0 8 |i Printed edition:  |z 9783319316093 
830 0 |a Graduate Texts in Physics,  |x 1868-4513 
856 4 0 |u http://dx.doi.org/10.1007/978-3-319-31611-6  |z Full Text via HEAL-Link 
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950 |a Physics and Astronomy (Springer-11651)