📖 Data Analysis
Friday, December 7, 2018 by dev
Data Analysis
By:Devinderjit Sivia,John Skilling
Published on 2006-06-01 by Oxford University Press
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'.
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Book ID of Data Analysis's Books is lYMSDAAAQBAJ, Book which was written byDevinderjit Sivia,John Skillinghave ETAG "6ZWaQQDNY2k"
Book which was published by Oxford University Press since 2006-06-01 have ISBNs, ISBN 13 Code is 9780198568315 and ISBN 10 Code is 0198568312
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Book which have "246 Pages" is Printed at BOOK under CategoryMathematics
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