Data Analysis

Name: Data Analysis
Brand: Oxford University Press
SKU: 9780198568315
Price: 651.09 RON
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A Bayesian Tutorial

Autor: Devinderjit Sivia, John Skilling

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Legare: Copertă tare

Editura: Oxford University Press

Disponibilitate: În depozitul extern

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Statistics lectures have been a source of much bewilderment and frustration for generations of stude...

Informații despre carte

Autor

Devinderjit Sivia, John Skilling

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2006

Pagini

260

EAN

9780198568315

ISBN

0198568312

Enbook ID

04527882

Editura

Oxford University Press

Greutate

524

Dimensiuni

163 x 240 x 22

Descriere completă

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 optimisation, 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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Data Analysis

A Bayesian Tutorial

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