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Data Analysis A Bayesian Tutorial

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ISBN-10: 0198518897

ISBN-13: 9780198518891

Edition: 1996

Authors: D. S. Sivia

List price: $54.50
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Statistics lectures have often been viewed with trepidation by engineering and science students taking an ancillary course in this subject. Whereas there are many texts showing `how' statistical methods are applied, until now there has been no textbook for non-statisticians providing a clear explanation of the underlying principles of data analysis. Data Analysis: A Bayesian Tutorial provides such a text, putting emphasis as much on understanding `why' and `when' certain statistical procedures should be used as `how'. This difference in approach makes the text ideal as a tutorial guide for senior undergraduates and research students, in science and engineering.
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Book details

List price: $54.50
Copyright year: 1996
Publisher: Oxford University Press, Incorporated
Publication date: 9/26/1996
Binding: Paperback
Pages: 200
Size: 6.13" wide x 9.25" long x 0.34" tall
Weight: 0.682
Language: English

The basics
Parameter Estimation I
Parameter Estimation II
Model Selection
Assigning Probabilities
Non-parametric Estimation
Experimental Design
Appendix