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Synopsis
This elementary introduction to probability theory and information theory is suitable as a textbook for beginning students in mathematics, statistics or computer science who have some knowledge of basic calculus. It provides a clear and systematic foundation to the subject; the concept of probability is given particular attention via a highly simplified discussion of measures on Boolean algebras. The theoretical ideas are then applied to practical areas such as statistical inference, random walks, statistical mechanics and communications modelling. Topics dealt with include discrete and continuous random variables, entropy and mutual information, maximum entropy methods, the central limit theorem and the coding and transmission of information. Many examples and exercises are included that illustrate how the theory can be applied, for example to information technology. Detailed solutions to most exercises are available electronically from the Cambridge WWW server.
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'I found the book interesting and entertaining ... The level of difficulty of the material is well judged ...' The Statistician
Book Description
This elementary introduction to probability theory and information theory is suitable as a textbook for beginning students in mathematics, statistics or computer science. It provides a clear and systematic foundation to the subject and shows how theoretical ideas can be applied to practical areas such as statistical inference, random walks, statistical mechanics and communications modelling.
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- PublisherCambridge University Press
- Publication date1996
- ISBN 10 0521555280
- ISBN 13 9780521555289
- BindingPaperback
- LanguageEnglish
- Number of pages227
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Probability and Information: An Integrated Approach
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Cambridge University Press (edition ), 1996
ISBN 10: 0521555280
ISBN 13: 9780521555289
Used
Paperback
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Probability and Information: An Integrated Approach
Published by
Cambridge University Press, 1996
ISBN 10: 0521555280
ISBN 13: 9780521555289
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Probability and Information: An Integrated Approach
Published by
Cambridge University Press, 1996
ISBN 10: 0521555280
ISBN 13: 9780521555289
Used
Softcover
Seller: Anybook.com, Lincoln, United Kingdom
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Condition: Good. This is an ex-library book and may have the usual library/used-book markings inside.This book has soft covers. Clean from markings. In good all round condition. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,600grams, ISBN:9780521555289. Seller Inventory # 9920974
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Probability and Information: An Integrated Approach
Published by
Cambridge University Press, 1996
ISBN 10: 0521555280
ISBN 13: 9780521555289
Used
Softcover
Seller: Anybook.com, Lincoln, United Kingdom
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Condition: Good. This is an ex-library book and may have the usual library/used-book markings inside.This book has soft covers. Clean from markings. In good all round condition. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,600grams, ISBN:9780521555289. Seller Inventory # 9920975
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Probability and Information: An Integrated Approach
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Probability and Information: An Integrated Approach
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Probability and Information: An Integrated Approach
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ISBN 13: 9780521555289
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Probability and Information : An Integrated Approach
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ISBN 13: 9780521555289
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Probability and Information: An Integrated Approach
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ISBN 13: 9780521555289
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Probability and Information: An Integrated Approach
Published by
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ISBN 10: 0521555280
ISBN 13: 9780521555289
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