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Probability for Physicists

  • Simon Sirca

Part of the Graduate Texts in Physics book series (GTP)

Table of contents

  1. Front Matter
    Pages i-xiv
  2. Fundamentals of Probability and Probability Distributions

    1. Front Matter
      Pages 1-1
    2. Simon Širca
      Pages 3-29
    3. Simon Širca
      Pages 31-64
    4. Simon Širca
      Pages 93-121
    5. Simon Širca
      Pages 123-142
    6. Simon Širca
      Pages 143-174
  3. Determination of Distribution Parameters

    1. Front Matter
      Pages 175-175
    2. Simon Širca
      Pages 177-201
    3. Simon Širca
      Pages 203-225
    4. Simon Širca
      Pages 227-258
    5. Simon Širca
      Pages 259-280
  4. Special Applications of Probability

    1. Front Matter
      Pages 281-281
    2. Simon Širca
      Pages 283-305
    3. Simon Širca
      Pages 307-323
    4. Simon Širca
      Pages 325-345
    5. Simon Širca
      Pages 347-359
  5. Back Matter
    Pages 361-415

About this book

Introduction

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.

Keywords

Entropy of physical systems Generation of pseudorandom numbers Markov processes Monte Carlo method Probability distributions Probability theory in physics Random variables and processes Regression calculations Statistical tests Stochastic population modeling

Authors and affiliations

  • Simon Sirca
    • 1
  1. 1.Faculty of Mathematics and PhysicsUniversity of LjubljanaLjubljanaSlovenia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-31611-6
  • Copyright Information Springer International Publishing Switzerland 2016
  • Publisher Name Springer, Cham
  • eBook Packages Physics and Astronomy
  • Print ISBN 978-3-319-31609-3
  • Online ISBN 978-3-319-31611-6
  • Series Print ISSN 1868-4513
  • Series Online ISSN 1868-4521
  • Buy this book on publisher's site
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