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Classification of Data under Autoregressive Circulant Covariance

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ISBN-10: 3639139682

ISBN-13: 9783639139686

Edition: 2009

Authors: Christopher Louden

List price: $63.00
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Description:

The problem of classification is an old one that has application in geophysical, medical, signal processing and many other fields. There are numerous approaches to this problem using the statistical properties of the populations from which observations are drawn. In applications such as geophysical and signals processing there is a natural structure on the variance-covariance matrix of the observation vectors. The efficacy of classification is generally increased by taking that structure into account. One such structure that is used to model that variance-covariance matrix is the autoregressive circulant (ARe structure. In this book, classification rules are derived using the assumption of…    
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Book details

List price: $63.00
Copyright year: 2009
Publisher: .AV Akademikerverlag GmbH & Co. KG
Binding: Paperback
Pages: 56
Size: 6.00" wide x 9.00" long x 0.13" tall
Weight: 0.220
Language: English