Data Analysis: A Bayesian Tutorial by Sivia, D. S.

by Sivia, D. S. | PB | Good
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“Pages can have notes/highlighting. Spine may show signs of wear. ~ ThriftBooks: Read More, ...
Binding
Paperback
Book Title
Data Analysis
Weight
0 lbs
Product Group
Book
IsTextBook
Yes
ISBN
9780198518891
Categoria

Informazioni su questo prodotto

Product Identifiers

Publisher
Oxford University Press, Incorporated
ISBN-10
0198518897
ISBN-13
9780198518891
eBay Product ID (ePID)
586818

Product Key Features

Number of Pages
200 Pages
Language
English
Publication Name
Data Analysis : a Bayesian Tutorial
Subject
Mechanical, Probability & Statistics / Bayesian Analysis
Publication Year
1996
Type
Textbook
Author
D. S. Sivia
Subject Area
Mathematics, Technology & Engineering
Format
Uk-Trade Paper

Dimensions

Item Height
0.3 in
Item Weight
11.3 Oz
Item Length
9.2 in
Item Width
6.1 in

Additional Product Features

Intended Audience
College Audience
LCCN
96-005426
Dewey Edition
20
Reviews
"This book is designed to be a guide to the Bayesian approach. It is certainly not an all-encompassing textbook on the subject but rather describes for the reader how one can use the Bayesian approach for standard data analyses. . . .Well written and at a modest technical level (senior undergraduate)." --Technometrics"Sivia's tutorial explains the Bayesian approach for analyzing experimental data. In particular, stress is placed on modern developments such as maximum entropy."--Choice, "This book is designed to be a guide to the Bayesian approach. It is certainly not an all-encompassing textbook on the subject but rather describes for the reader how one can use the Bayesian approach for standard data analyses. . . .Well written and at a modest technical level (senior undergraduate)." -- Technometrics "Sivia's tutorial explains the Bayesian approach for analyzing experimental data. In particular, stress is placed on modern developments such as maximum entropy."-- Choice, '...covers a broad range of applications of Bayesian methods at a fairly high mathematical level.'Robert Matthews, New Scientist, September 1996, "This book is designed to be a guide to the Bayesian approach. It is certainly not an all-encompassing textbook on the subject but rather describes for the reader how one can use the Bayesian approach for standard data analyses. . . .Well written and at a modest technical level (senior undergraduate)." --Technometrics "Sivia's tutorial explains the Bayesian approach for analyzing experimental data. In particular, stress is placed on modern developments such as maximum entropy."--Choice, ... this book takes the mystery out of statistics by providing a clear rationale for some of the most widely-used procedures.
Illustrated
Yes
Dewey Decimal
519.5
Table Of Content
1. The basics2. Parameter Estimation I3. Parameter Estimation II4. Model Selection5. Assigning Probabilities6. Non-parametric Estimation7. Experimental DesignAppendix
Synopsis
This is the first book on the maximum entropy and Bayesian methods aimed at senior undergraduates in science and engineering. It takes the mystery out of statistics by showing how a few fundamental rules can be used to tackle a wide variety of problems in data analysis. 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. As a logical and unified approach to the subject of data analysis, with a self-contained tutorial approach, this work will be valued by instructors and students alike.
LC Classification Number
QA279.5.S55 1996

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