Probability and Information

Name: Probability and Information
Brand: Cambridge University Press
SKU: 9780521899048
Price: 685.86 RON
Availability: InStock

An Integrated Approach

Autor: David Applebaum

Limbă:

Legare: Copertă tare

Editura: Cambridge University Press

Disponibilitate: În depozitul extern

Expediem în 14-21 zile

685.86 lei

This updated textbook is an excellent way to introduce probability and information theory to new stu...

Informații despre carte

Autor

David Applebaum

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2008

Pagini

250

EAN

9780521899048

ISBN

0521899044

Enbook ID

02049787

Editura

Cambridge University Press

Greutate

730

Dimensiuni

177 x 252 x 19

Descriere completă

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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Probability and Information

An Integrated Approach

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Descriere completă

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