Denumerable Markov Chains: With a Chapter of Markov Random Fields

Denumerable Markov Chains: With a Chapter of Markov Random Fields

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Jul 12, 2012 · English · Paperback (496 pages)
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Book Details

Format Paperback
Pages 496
Language English
Published Jul 12, 2012
Publisher Springer
Edition Softcover reprint of the original 2nd ed. 1976
ISBN-10 1468494570
ISBN-13 9781468494570

Description

This comprehensive volume delves into the world of denumerable Markov chains, providing a solid foundation for understanding their mathematical intricacies. The authors, distinguished figures in the field, guide readers through the fundamental concepts, exploring various properties and applications of Markov chains. The clarity of expression and detailed structure enable both advanced students and seasoned researchers to navigate the complexity of the subject matter with ease.

In addition to the core content on Markov chains, the book features a chapter dedicated to Markov random fields, expanding its scope and relevance. This inclusion offers insights into the connections between Markov processes and statistical mechanics, enriching the reader's perspective on how these theories interplay. The elegant exposition ensures that readers emerge with a profound comprehension of not only the mathematical theories but also their practical applications in various scientific fields.
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