Artículos relacionados a Recent Advances and Trends in Nonparametric Statistics

Recent Advances and Trends in Nonparametric Statistics - Tapa dura

Akritas, Michael G.; Akritas, M. G.; Politis, D. N.

 
9780444513786: Recent Advances and Trends in Nonparametric Statistics
Tapa dura
ISBN 10: 0444513787 ISBN 13: 9780444513786
Editorial: Jai Press, 2004

Sinopsis

The advent of high-speed, affordable computers in the last two decades has given a new boost to the nonparametric way of thinking. Classical nonparametric procedures, such as function smoothing, suddenly lost their abstract flavour as they became practically implementable. In addition, many previously unthinkable possibilities became mainstream; prime examples include the bootstrap and resampling methods, wavelets and nonlinear smoothers, graphical methods, data mining, bioinformatics, as well as the more recent algorithmic approaches such as bagging and boosting. This volume is a collection of short articles - most of which having a review component - describing the state-of-the art of Nonparametric Statistics at the beginning of a new millennium.Key features:• algorithic approaches• wavelets and nonlinear smoothers• graphical methods and data mining• biostatistics and bioinformatics• bagging and boosting• support vector machines• resampling methods

"Sinopsis" puede pertenecer a otra edición de este libro.

Críticas

"The book provides current literature in many areas."
Tapabrata Maiti (Iowa State University), in: Journal of American Statistical Association, 2005

Reseña del editor

The advent of high-speed, affordable computers in the last two decades has given a new boost to the nonparametric way of thinking. Classical nonparametric procedures, such as function smoothing, suddenly lost their abstract flavour as they became practically implementable. In addition, many previously unthinkable possibilities became mainstream; prime examples include the bootstrap and resampling methods, wavelets and nonlinear smoothers, graphical methods, data mining, bioinformatics, as well as the more recent algorithmic approaches such as bagging and boosting. This volume is a collection of short articles - most of which having a review component - describing the state-of-the art of Nonparametric Statistics at the beginning of a new millennium.



Key features:



· algorithic approaches
· wavelets and nonlinear smoothers
· graphical methods and data mining
· biostatistics and bioinformatics
· bagging and boosting
· support vector machines
· resampling methods

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Jai Press
Año de publicación
2004
Idioma
Inglés
ISBN 10 
0444513787
ISBN 13 
9780444513786
Encuadernación
Tapa dura
Número de páginas
524
Contacto del fabricante
ELSEVIER
https://www.elsevier.com/es-es

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