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Книга Probability and Information David Applebaum

Probability and Information

An Integrated Approach

Автор: David Applebaum
Език: Английски език
Корици: С твърди корици
Издател: Cambridge University Press
Наличност: Външен склад
Изпращаме след 9-15 дни
125.68 € 245.80 лв
This updated textbook is an excellent way to introduce probability and information theory to new stu...

Информация за книгата

Автор
David Applebaum
Език
Английски език
Корици
Книга - С твърди корици
Издадена
2008
страници
250
EAN
9780521899048
ISBN
0521899044
Enbook ID
02049787
Издател
Cambridge University Press
Теглоt
730
Размери
177 x 252 x 19

Пълно описание

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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