Recent Advances and Trends in Nonparametric Statistics (Hardcover, New)

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
"

General

Imprint:	JAI Press Inc.
Country of origin:	United Kingdom
Release date:	October 2003
First published:	2003
Authors:	M. G. Akritas • D.N. Politis
Dimensions:	260 x 184 x 26mm (L x W x T)
Format:	Hardcover
Pages:	522
Edition:	New
ISBN-13:	978-0-444-51378-6
Categories:	Books > Computing & IT > Computer software packages > Other software packages > Mathematical & statistical software Promotions
LSN:	0-444-51378-7
Barcode:	9780444513786

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