Probability and Information Theory

Probability and Information Theory PDF Author: Philip M. Woodward
Publisher:
ISBN:
Category : Information theory
Languages : en
Pages : 150

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Book Description

Probability and Information Theory

Probability and Information Theory PDF Author: Philip M. Woodward
Publisher:
ISBN:
Category : Information theory
Languages : en
Pages : 150

Get Book

Book Description


Probability and Information

Probability and Information PDF Author: David Applebaum
Publisher: Cambridge University Press
ISBN: 9780521727884
Category : Mathematics
Languages : en
Pages : 250

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Book Description
This new and updated textbook is an excellent way to introduce probability and information theory to students new to mathematics, computer science, engineering, statistics, economics, or business studies. Only requiring knowledge of basic calculus, it begins by building a clear and systematic foundation to probability and information. Classic 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. Newly covered for this edition is modern material on Markov chains and their entropy. 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.

Probability and Information

Probability and Information PDF Author: David Applebaum
Publisher: Cambridge University Press
ISBN: 9780521555289
Category : Computers
Languages : en
Pages : 234

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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 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.

Bridge, Probability & Information

Bridge, Probability & Information PDF Author: Robert F. MacKinnon
Publisher:
ISBN: 9781897106532
Category : Games & Activities
Languages : en
Pages : 241

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Book Description
While firmly rooted in mathematics, this is a book that aims to be accessible to any bridge player. It develops ideas about probability and information theory and applies them to bridge. Concepts such as vacant spaces, restricted choice and how splits in one suit affect the probabilities in other suits, are discussed in depth.

Probability and Information Theory, with Applications to Radar

Probability and Information Theory, with Applications to Radar PDF Author: Philip M. Woodward
Publisher: Artech House on Demand
ISBN: 9780890061039
Category : Technology & Engineering
Languages : en
Pages : 128

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Book Description


Probability and Information Theory

Probability and Information Theory PDF Author: M. Behara
Publisher: Springer
ISBN: 9783540046080
Category : Mathematics
Languages : en
Pages : 0

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Book Description


Information Theory, Inference and Learning Algorithms

Information Theory, Inference and Learning Algorithms PDF Author: David J. C. MacKay
Publisher: Cambridge University Press
ISBN: 9780521642989
Category : Computers
Languages : en
Pages : 694

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Book Description
Table of contents

Probability and Statistics

Probability and Statistics PDF Author: John Tabak
Publisher: Infobase Publishing
ISBN: 0816068739
Category : Electronic books
Languages : en
Pages : 241

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Book Description
Presents a survey of the history and evolution of the branch of mathematics that focuses on probability and statistics, including useful applications and notable mathematicians in this area.

High-Dimensional Probability

High-Dimensional Probability PDF Author: Roman Vershynin
Publisher: Cambridge University Press
ISBN: 1108415199
Category : Business & Economics
Languages : en
Pages : 299

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Book Description
An integrated package of powerful probabilistic tools and key applications in modern mathematical data science.

Probability, Statistics, and Truth

Probability, Statistics, and Truth PDF Author: Richard Von Mises
Publisher: Courier Corporation
ISBN: 0486242145
Category : Mathematics
Languages : en
Pages : 273

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Book Description
This comprehensive study of probability considers the approaches of Pascal, Laplace, Poisson, and others. It also discusses Laws of Large Numbers, the theory of errors, and other relevant topics.