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Bayesian Probability Theory

Language EnglishEnglish
Book Hardback
Book Bayesian Probability Theory Wolfgang von der Linden
Libristo code: 02214436
Publishers Cambridge University Press, June 2014
From the basics to the forefront of modern research, this book presents all aspects of probability t... Full description
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From the basics to the forefront of modern research, this book presents all aspects of probability theory, statistics and data analysis from a Bayesian perspective for physicists and engineers. The book presents the roots, applications and numerical implementation of probability theory, and covers advanced topics such as maximum entropy distributions, stochastic processes, parameter estimation, model selection, hypothesis testing and experimental design. In addition, it explores state-of-the art numerical techniques required to solve demanding real-world problems. The book is ideal for students and researchers in physical sciences and engineering.

About the book

Full name Bayesian Probability Theory
Author Wolfgang von der Linden, Volker Dose, Udo von Toussaint
Language English
Binding Book - Hardback
Date of issue 2014
Number of pages 649
EAN 9781107035904
ISBN 1107035902
Libristo code 02214436
Publishers Cambridge University Press
Weight 1300
Dimensions 247 x 182 x 40

Categories

Mathematics & Science > Mathematics > Probability & statistics > Bayesian inference
Mathematics & Science > Physics > Mathematical physics
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