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Information Theory and Statistics: A Tutorial. Csiszar, Shields 9781933019055<|

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eBay item number:305377108753
Last updated on 09 Jan, 2025 18:32:09 GMTView all revisionsView all revisions

Item specifics

Condition
New: A new, unread, unused book in perfect condition with no missing or damaged pages. See the ...
PublishedOn
2004-12-15
Title
Information Theory and Statistics: A Tutorial
Artist
Not Specified
ISBN
9781933019055
Publication Year
2004
Series
Foundations and Trends (R) in Communications and Information Theory
Type
Textbook
Format
Paperback
Language
English
Publication Name
Information Theory and Statistics: a Tutorial
Item Height
234 mm
Author
Imre Csiszar, Paul Shields
Publisher
Now Publishers INC International Concepts
Subject
Technology
Item Width
156 mm
Number of Pages
124 Pages

About this product

Product Information

Information Theory and Statistics: A Tutorial is concerned with applications of information theory concepts in statistics, in the finite alphabet setting. The topics covered include large deviations, hypothesis testing, maximum likelihood estimation in exponential families, analysis of contingency tables, and iterative algorithms with an information geometry background. Also, an introduction is provided to the theory of universal coding, and to statistical inference via the minimum description length principle motivated by that theory. The tutorial does not assume the reader has an in-depth knowledge of Information Theory or statistics. As such, Information Theory and Statistics: A Tutorial, is an excellent introductory text to this highly-important topic in mathematics, computer science and electrical engineering. It provides both students and researchers with an invaluable resource to quickly get up to speed in the field.

Product Identifiers

Publisher
Now Publishers INC International Concepts
ISBN-13
9781933019055
eBay Product ID (ePID)
90811143

Product Key Features

Number of Pages
124 Pages
Publication Name
Information Theory and Statistics: a Tutorial
Language
English
Subject
Technology
Publication Year
2004
Type
Textbook
Author
Imre Csiszar, Paul Shields
Series
Foundations and Trends (R) in Communications and Information Theory
Format
Paperback

Dimensions

Item Height
234 mm
Item Width
156 mm

Additional Product Features

Country/Region of Manufacture
United States
Title_Author
Paul Shields, Imre Csiszar

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