Data Analysis A Bayesian Tutorial

Name: Data Analysis A Bayesian Tutorial
Price: 32.57 USD
Availability: InStock
ISBN: 9780198568322

ISBN-10: 0198568320

ISBN-13: 9780198568322

Edition: 2nd 2006 (Revised)

Authors: D. S. Sivia, J. Skilling

List price: $53.00

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Description:

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…

Book details

List price: $53.00
Edition: 2nd
Copyright year: 2006
Publisher: Oxford University Press, Incorporated
Publication date: 7/27/2006
Binding: Paperback
Pages: 264
Size: 6.00" wide x 9.00" long x 1.00" tall
Weight: 1.078
Language: English




Sivia: The Basics



Sivia: Parameter Estimation I



Sivia: Parameter Estimation II



Sivia: Model Selection



Sivia: Assigning Probabilities



Sivia: Non-parametric Estimation



Sivia: Experimental Design



Sivia: Least-Squares Extensions



Skilling: Nested Sampling



Skilling: Quantification


Appendices


Bibliography