Local Regression and Likelihood

Name: Local Regression and Likelihood
Price: 8.93 USD
Availability: InStock
ISBN: 9780387987750

ISBN-10: 0387987754

ISBN-13: 9780387987750

Edition: 1999

Authors: Clive Loader, J. Chambers, W. Eddy, W. Haerdie, S. Sheather

List price: $179.99

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Description:

Separation of signal from noise is the most fundamental problem in data analysis, and arises in many fields, for example, signal processing, econometrics, acturial science, and geostatistics. This book introduces the local regression method in univariate and multivariate settings, and extensions to local likelihood and density estimation. Basic theoretical results and diagnostic tools such as cross validation are introduced along the way. Examples illustrate the implementation of the methods using the LOCFIT software.

Book details

List price: $179.99
Copyright year: 1999
Publisher: Springer New York
Publication date: 7/30/1999
Binding: Hardcover
Pages: 290
Size: 6.14" wide x 9.21" long x 0.30" tall
Weight: 2.970
Language: English



Introduction


Univariate Local Regression


Multivariate Local Regression


Local Likelihood Estimation


Density Estimation


LOCFIT: Some additional methods Survival and Failure Time Analysis


Discrimination and Classification


Goodness of Fit


Bandwidth Selection


Adaptive Parameter Choice


Computational Methods


Asymptotic Theory