[PDF] Bayesian Logical Data Analysis for the Physical Sciences: A Comparative Approach with Mathematica Support (Cambridge University Press)
ISBN: 052184150X
Category: Tutorial
Posted on 2017-10-08, by luongquocchinh.
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Author: Phil Gregory | Publisher: Cambridge University Press | Category: Mathematics | Language: English | Page: 488 | ISBN: 052184150X | ISBN13: 9780521841504 |
Description: Researchers in many branches of science are increasingly coming into contact with Bayesian statistics or Bayesian probability theory. This book provides a clear exposition of the underlying concepts with large numbers of worked examples and problem sets. It also discusses numerical techniques for implementing the Bayesian calculations, including Markov Chain Monte-Carlo integration and linear and nonlinear least-squares analysis seen from a Bayesian perspective.

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