Call Boomerang Books 1300 36 33 32

Description - Data Analysis by Devinderjit Sivia

Statistics lectures have been a source of much bewilderment and frustration for generations of students. This book attempts to remedy the situation by expounding a logical and unified approach to the whole subject of data analysis. This text is intended as a tutorial guide for senior undergraduates and research students in science and engineering. 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. The Second Edition of this successful tutorial book contains a new chapter on extensions to the ubiquitous least-squares procedure, allowing for the straightforward handling of outliers and unknown correlated noise, and a cutting-edge contribution from John Skilling on a novel numerical technique for Bayesian computation called 'nested sampling'. Features * An easy to read tutorial introduction to data anlaysis. * Concise, being one of the slimmest books in the field! * Self-contained--assumes little or no previous statistical training. * Good illustrative examples where the basic concepts are explained with a series of examples that become progressively more advanced, but that are always kept as simple as possible to aid understanding. * A contribution from John Skilling, an expert in numerical techniques. He introduces the simple but powerful new 'nested sampling' technique for Bayesian computiaton.

Buy Data Analysis by Devinderjit Sivia from Australia's Online Independent Bookstore, Boomerang Books.

Book Details

ISBN: 9780198568322
ISBN-10: 0198568320
Format: Paperback
(233mm x 159mm x 15mm)
Pages: 264
Imprint: Oxford University Press
Publisher: Oxford University Press
Publish Date: 1-Jun-2006
Country of Publication: United Kingdom

Other Editions - Data Analysis by Devinderjit Sivia

Book Reviews - Data Analysis by Devinderjit Sivia

» Have you read this book? We'd like to know what you think about it - write a review about Data Analysis book by Devinderjit Sivia and you'll earn 50c in Boomerang Bucks loyalty dollars (you must be a Boomerang Books Account Holder - it's free to sign up and there are great benefits!)

Write Review


Author Biography - Devinderjit Sivia

Devinderjit Singh Sivia Rutherford Appleton Laboratory Chilton Oxon OX11 5DJ John Skilling Maximum Entropy Data Consultants 42 Southgate Street Bury St Edmonds Suffolk IP33 2AZ

Books By Devinderjit Sivia

Data Analysis by Devinderjit Sivia
Hardback, June 2006
$135.86