Recent Advances and Trends in Nonparametric Statistics - Couverture rigide

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

 
9780444513786: Recent Advances and Trends in Nonparametric Statistics
Couverture rigide
ISBN 10 : 0444513787 ISBN 13 : 9780444513786
Editeur : JAI Press Inc., 2003

Synopsis

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

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

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

Revue de presse

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

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
JAI Press Inc.
Date d'édition
2003
Langue
anglais
ISBN 10 
0444513787
ISBN 13 
9780444513786
Reliure
Relié
Nombre de pages
522
Coordonnées du fabricant
ELSEVIER
https://www.elsevier.com/es-es

Mooswaldallee 6
Freiburg
79108
Allemagne