Data Analysis A Bayesian Tutorial(1st Edition)

Authors:

D S Sivia

Type:Hardcover/ PaperBack / Loose Leaf
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Book details

ISBN: 0198517629, 978-0198517627

Book publisher: Oxford University Press

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Book Price $66.07 : This Is The First Book On The Maximum Entropy And Bayesian Methods Aimed At Senior Undergraduates In Science And Engineering. It Takes The Mystery Out Of Statistics By Showing How A Few Fundamental Rules Can Be Used To Tackle A Wide Variety Of Problems In Data Analysis. After Explaining The Basic Principles Of Bayesian Probability Theory, Their Use Is Illustrated With A Variety Of Examples Ranging From Elementary Parameter Estimation To Image Processing. Other Topics Covered Include Reliability Analysis, Multivariate Optimization, Least Squares And Maximum Likelihood, Error-propagation, Hypothesis Testing, Maximum Entropy, And Experimental Design. As A Logical And Unified Approach To The Subject Of Data Analysis, With A Self-contained Tutorial Approach, This Work Will Be Valued By Instructors And Students Alike.