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Probability and Information

An Integrated Approach

Language EnglishEnglish
Book Hardback
Book Probability and Information David Applebaum
Libristo code: 02049787
Publishers Cambridge University Press, August 2008
This updated textbook is an excellent way to introduce probability and information theory to new stu... Full description
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49 108 Ft
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This updated textbook is an excellent way to introduce probability and information theory to new students in mathematics, computer science, engineering, statistics, economics, or business studies. Only requiring knowledge of basic calculus, it starts by building a clear and systematic foundation to the subject: the concept of probability is given particular attention via a 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 covered include discrete and continuous random variables, entropy and mutual information, maximum entropy methods, the central limit theorem and the coding and transmission of information, and added for this new edition is material on Markov chains and their entropy. Lots of examples and exercises are included to illustrate how to use the theory in a wide range of applications, with detailed solutions to most exercises available online for instructors.

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About the book

Full name Probability and Information
Language English
Binding Book - Hardback
Date of issue 2008
Number of pages 250
EAN 9780521899048
ISBN 0521899044
Libristo code 02049787
Weight 730
Dimensions 177 x 252 x 19
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