Smoothing of multivariate data : Density estimation and visualization

Smoothing of Multivariate Data provides an illustrative and hands-on approach to the multivariate aspects of density estimation, emphasizing the use of visualization tools. Rather than outlining the theoretical concepts of classification and regression, this book focuses on the procedures for estima...

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Bibliografski detalji
Glavni autor: Klemela, Jussi
Format: Knjiga
Jezik:Undetermined
Izdano: Hoboken, N.J. Wiley 2008
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Thư viện lưu trữ: Trung tâm Học liệu Trường Đại học Cần Thơ
Opis
Sažetak:Smoothing of Multivariate Data provides an illustrative and hands-on approach to the multivariate aspects of density estimation, emphasizing the use of visualization tools. Rather than outlining the theoretical concepts of classification and regression, this book focuses on the procedures for estimating a multivariate distribution via smoothing