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Academic & Professional Books  Reference  Data Analysis & Modelling  Data Analysis & Statistics

Nonparametric Regression and Generalized Linear Models A Roughness Penalty Approach

Monograph
By: PJ Green and BW Silverman
182 pages, Figs
Publisher: CRC Press
Nonparametric Regression and Generalized Linear Models
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  • Nonparametric Regression and Generalized Linear Models ISBN: 9780412300400 Hardback May 1993 Not in stock: Usually dispatched within 1-2 weeks
    £175.00
    #81246
Price: £175.00
About this book Contents Customer reviews Related titles

About this book

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, generalized linear models, extending the model, thin plate splines, and available software.

Contents

Preface. Introduction. Approaches to Regression. Roughness Penalties. Extensions of the Roughness Penalty Approach. Computing the Estimates. Further Reading. Interpolating and Smoothing Splines. One-Dimensional Case: Further Topics. Partial Splines. Generalized Linear Models. Extending the Model. Thin Plate Splines. Available Software. Reference. Author Index. Subject Index.

Customer Reviews

Monograph
By: PJ Green and BW Silverman
182 pages, Figs
Publisher: CRC Press
Media reviews
..."provides an excellent introduction." - Short Book Reviews of the ISI "It is well written and very reliable." - Technometrics
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