Probability and Information 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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David Applebaum 作者

Cambridge University Press

译者

2008-09-01 出版日期

250 页数

USD 45.99 价格

Paperback

丛书系列

9780521727884 图书编码

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发表于2024-09-19

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Probability and Information 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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以一种异常简明的方式引入概率的世界

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以一种异常简明的方式引入概率的世界

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Probability and Information 在线电子书 pdf 下载 txt下载 epub 下载 mobi 在线电子书下载

Probability and Information 在线电子书图书描述

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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