Téléchargez le livre : Recent Advances and Trends in Nonparametric Statistics

Recent Advances and Trends in Nonparametric Statistics

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Jai Press


Paru le : 2003-10-31

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Description
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

Elsevier Science & Technology
Pages
522 pages
Collection
n.c
Parution
2003-10-31
Marque
Jai Press
EAN papier
9780444513786
EAN PDF
9780080540375
Informations sur l'ebook
Nombre pages copiables
52
Nombre pages imprimables
52
Taille du fichier
25252 Ko
Prix
129,47 €

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