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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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Širca, Simon (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Colección:Graduate Texts in Physics,
Temas:
Acceso en línea:Texto Completo

MARC

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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 1868-4521 
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 System theory. 
650 0 |a Mathematical physics. 
650 0 |a Probabilities. 
650 0 |a Chemistry, Physical and theoretical. 
650 1 4 |a Complex Systems. 
650 2 4 |a Mathematical Methods in Physics. 
650 2 4 |a Probability Theory. 
650 2 4 |a Mathematical Physics. 
650 2 4 |a Theoretical Chemistry. 
650 2 4 |a Theoretical, Mathematical and Computational Physics. 
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