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Smoothing of multivariate data : density estimation and visualization /

An applied treatment of the key methods and state-of-the-art tools for visualizing and understanding statistical data. 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 t...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Klemelä, Jussi, 1965-
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken, N.J. : John Wiley & Sons, ©2009.
Temas:
Acceso en línea:Texto completo
Descripción
Sumario:An applied treatment of the key methods and state-of-the-art tools for visualizing and understanding statistical data. 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. The author first provides an introduction to various visualization tools that can be used to construct representations of multivariat.
Descripción Física:1 online resource (xxvi, 603 pages) : illustrations
Bibliografía:Includes bibliographical references (pages 575-590) and indexes.
ISBN:9781613446010
1613446012
9780470425671
0470425679
0470425660
9780470425664
1283916126
9781283916127