Bayesian Logical Data Analysis for the Physical Sciences: A Comparative Approach with Mathematica Support
Publisher: Cambridge University Press
This book provides a clear exposition of the underlying concepts with large numbers of worked examples and problem sets. The book also discusses numerical techniques for implementing the Bayesian calculations, including an introduction to Markov chain Monte Carlo integration and linear and nonlinear least-squares analysis seen from a Bayesian perspective.