书目名称 | Stochastic Models, Information Theory, and Lie Groups, Volume 2 | 副标题 | Analytic Methods and | 编辑 | Gregory S. Chirikjian | 视频video | | 概述 | Unique work: the only book to use tools and concepts from several mathematical areas usually treated in separate books—stochastic processes, information theory, and Lie theory—thereby building bridges | 丛书名称 | Applied and Numerical Harmonic Analysis | 图书封面 |  | 描述 | .The subjects of stochastic processes, information theory, and Lie groups are usually treated separately from each other. This unique two-volume set presents these topics in a unified setting, thereby building bridges between fields that are rarely studied by the same people. Unlike the many excellent formal treatments available for each of these subjects individually, the emphasis in both of these volumes is on the use of stochastic, geometric, and group-theoretic concepts in the modeling of physical phenomena..Volume 2. builds on the fundamentals presented in .Volume 1., delving deeper into relationships among stochastic geometry, geometric aspects of the theory of communications and coding, multivariate statistical analysis, and error propagation on Lie groups. Extensive exercises, motivating examples, and real-world applications make the work suitable as a textbook for use in courses that emphasize applied stochastic processes or differential geometry..Stochastic Models, Information Theory, and Lie Groups. will be of interest to advanced undergraduate and graduate students, researchers, and practitioners working in applied mathematics, the physical sciences, and engineering.. | 出版日期 | Textbook 2012 | 关键词 | Gaussian distributions, heat equation; Lie groups; Shannon‘s information theory; biomolecular informati | 版次 | 1 | doi | https://doi.org/10.1007/978-0-8176-4944-9 | isbn_ebook | 978-0-8176-4944-9Series ISSN 2296-5009 Series E-ISSN 2296-5017 | issn_series | 2296-5009 | copyright | Springer Science+Business Media, LLC 2012 |
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书目名称Stochastic Models, Information Theory, and Lie Groups, Volume 2被引频次 
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