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Nonparametric Regression and Generalized Linear Models: A Roughness Penalty Approach

โœ Scribed by Peter J. Green, Bernard W. Silverman (auth.)

Publisher
Springer US
Year
1994
Tongue
English
Leaves
188
Series
Monographs on Statistics and Applied Probability 58
Category
Library
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โœฆ Table of Contents


Content:
Front Matter....Pages i-xi
Introduction....Pages 1-9
Interpolating and smoothing splines....Pages 11-27
One-dimensional case: further topics....Pages 29-62
Partial splines....Pages 63-88
Generalized linear models....Pages 89-114
Extending the model....Pages 115-135
Thin plate splines....Pages 137-161
Available software....Pages 163-168
Back Matter....Pages 169-182

๐Ÿ“œ SIMILAR VOLUMES

Nonparametric Regression and Generalized
๐Ÿ“ Nonparametric Regression and Generalized Linear Models: A roughness penalty approach
โœ P.J. Green, Bernard. W. Silverman ๐Ÿ“‚ Library ๐Ÿ“… 1993 ๐Ÿ› Chapman and Hall/CRC ๐ŸŒ English

In recent years, there has been a great deal of interest and activity in the general area of nonparametric smoothing in statistics. This monograph concentrates on the roughness penalty method and shows how this technique provides a unifying approach to a wide range of smoothing problems. The method