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Nonparametric Regression and Generalized Linear Models: A roughness penalty approach Monographs on Statistics and Applied Probability



Nonparametric Regression and Generalized Linear Models: A roughness penalty approach Monographs on Statistics and Applied Probability
This study of nonparametric regression and generalized linear models contains chapters on approaches to regression, roughness penalties, extensions of the roughness penalty approach, computing the estimates, interpolating and smoothing splines, one-dimensional case, partial splines, and more. more details

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Features
Author P.J. Green, Bernard. W. Silverman
Format Hardcover
ISBN 9780412300400
Publication Date 16/04/2006
Publisher Taylor & Francis - Routledge
Manufacturer Taylor & Francis Ltd
Description
This study of nonparametric regression and generalized linear models contains chapters on approaches to regression, roughness penalties, extensions of the roughness penalty approach, computing the estimates, interpolating and smoothing splines, one-dimensional case, partial splines, and more.
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