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:
System theory.
Mathematical physics.
Probabilities.
Chemistry, Physical and theoretical.
Complex Systems.
Mathematical Methods in Physics.
Probability Theory.
Mathematical Physics.
Theoretical Chemistry.
Theoretical, Mathematical and Computational Physics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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