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Titlebook: Probability on Compact Lie Groups; David Applebaum Book 2014 Springer International Publishing Switzerland 2014 60B15, 43A05, 43A77, 43A30

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書目名稱Probability on Compact Lie Groups
編輯David Applebaum
視頻videohttp://file.papertrans.cn/757/756967/756967.mp4
概述Treats many different topics with emphasis on applicability.Focuses on introductory material and increased accessibility.Can be used as a basis for a graduate course.Includes supplementary material:
叢書名稱Probability Theory and Stochastic Modelling
圖書封面Titlebook: Probability on Compact Lie Groups;  David Applebaum Book 2014 Springer International Publishing Switzerland 2014 60B15, 43A05, 43A77, 43A30
描述.Probability theory on compact Lie groups deals with the interaction between “chance” and “symmetry,” a beautiful area of mathematics of great interest in its own sake but which is now also finding increasing applications in statistics and engineering (particularly with respect to signal processing). The author gives a comprehensive introduction to some of the principle areas of study, with an emphasis on applicability. The most important topics presented are: the study of measures via the non-commutative Fourier transform, existence and regularity of densities, properties of random walks and convolution semigroups of measures and the statistical problem of deconvolution. The emphasis on compact (rather than general) Lie groups helps readers to get acquainted with what is widely seen as a difficult field but which is also justified by the wealth of interesting results at this level and the importance of these groups for applications..The book is primarily aimed at researchers working in probability, stochastic analysis and harmonic analysis on groups. It will also be of interest to mathematicians working in Lie theory and physicists, statisticians and engineers who are working on r
出版日期Book 2014
關(guān)鍵詞60B15, 43A05, 43A77, 43A30; Fourier transform; Lie groups; Probability; Representation
版次1
doihttps://doi.org/10.1007/978-3-319-07842-7
isbn_softcover978-3-319-37579-3
isbn_ebook978-3-319-07842-7Series ISSN 2199-3130 Series E-ISSN 2199-3149
issn_series 2199-3130
copyrightSpringer International Publishing Switzerland 2014
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David Applebaumns; and Restenosis after angioplasty. The question of whether angiographic and pathological characteristics of sclerotic lesions allow the identification of complication-prone lesions in advance is discussed in the first chapter. One paper deals with the state of the art of digital cardiac imaging,
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Probability Measures on Compact Lie Groups,rgence of convolution powers of a measure to the uniform distribution. We introduce and establish key properties of convolution operators, including the notion of associated (sub/super-)harmonic functions. Finally we study some properties of recurrent measures on groups.
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