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...
Clasificación: | Libro Electrónico |
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Autor principal: | |
Formato: | Electrónico eBook |
Idioma: | Inglés |
Publicado: |
Hoboken, N.J. :
John Wiley & Sons,
©2009.
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Temas: | |
Acceso en línea: | Texto completo |
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. |
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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 |