Probability and Information

Probability and Information pdf epub mobi txt 電子書 下載2025

出版者:Cambridge University Press
作者:David Applebaum
出品人:
頁數:250
译者:
出版時間:2008-09-01
價格:USD 45.99
裝幀:Paperback
isbn號碼:9780521727884
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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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以一種異常簡明的方式引入概率的世界

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以一種異常簡明的方式引入概率的世界

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以一種異常簡明的方式引入概率的世界

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以一種異常簡明的方式引入概率的世界

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以一種異常簡明的方式引入概率的世界

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