Simon Sirca,
Simon Širca
Probability for Physicists
Gebonden Engels 2016 9783319316093Levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
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.
Specificaties
ISBN13:9783319316093
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer International Publishing
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Inhoudsopgave
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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