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Data Analysis
- A Bayesian Tutorial
Engelsk Paperback
Data Analysis
- A Bayesian Tutorial
Engelsk Paperback

454 kr
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Om denne bog
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''.
Product detaljer
Sprog:
Engelsk
Sider:
264
ISBN-13:
9780198568322
Indbinding:
Paperback
Udgave:
ISBN-10:
0198568320
Udg. Dato:
1 jun 2006
Længde:
16mm
Bredde:
157mm
Højde:
232mm
Forlag:
Oxford University Press
Oplagsdato:
1 jun 2006
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