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Data Analysis - 9780198568322
Un libro in lingua di Sivia D. S. J. Skilling edito da Oxford University Press, 2006
- € 56.30
- Il prezzo è variabile in funzione del cambio della valuta d’origine
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'.
Informazioni bibliografiche
- Titolo del Libro in lingua: Data Analysis
- Sottotitolo: A Bayesian Tutorial
- Lingua: English
- Autori : Sivia D. S. J. Skilling
- Editore: Oxford University Press
- Collana: Oxford Univ Pr (Paperback)
- Data di Pubblicazione: 27 Luglio '06
- Genere: MATHEMATICS
- Argomenti : Bayesian statistical decision theory Maximum entropy method
- Pagine: 246
- Dimensioni mm: 228 x 152 x 25
- ISBN-10: 0198568320
- EAN-13: 9780198568322