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Data analysis : a Bayesian tutorial

Author: D S Sivia
Publisher: Oxford : Clarendon Press ; New York : Oxford University Press, 1996.
Series: Oxford science publications.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

This work, on the maximum entropy and Bayesian methods, is aimed at senior undergraduates in science and engineering. It takes the mystery out of statistics by showing how a few fundamental rules can  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: D S Sivia
ISBN: 0198517629 9780198517627 0198518897 9780198518891
OCLC Number: 34284609
Description: xi, 189 pages : illustrations ; 24 cm.
Contents: 1. The basics --
2. Parameter estimation I --
3. Parameter estimation II --
4. Model selection --
5. Assigning probabilities --
6. Non-parametric estimation --
7. Experimental design --
Appendix. Gaussian integrals and related topics.
Series Title: Oxford science publications.
Responsibility: D.S. Sivia.
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" ... this book takes the mystery out of statistics by providing a clear rationale for some of the most widely-used procedures." Zeitscrift fur Kristallographie

 
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