Nonparametric Regression and Generalized Linear Models: A roughness penalty approach - Rilegato

Libro 2 di 110: ISSN

Green, P.J.; Silverman, Bernard. W.

 
9780412300400: Nonparametric Regression and Generalized Linear Models: A roughness penalty approach
Rilegato
ISBN 10: 0412300400 ISBN 13: 9780412300400
Casa editrice: Chapman and Hall/CRC, 1993

Sinossi

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 allows parametric assumptions to be realized in regression problems, in those approached by generalized linear modelling, and in many other contexts. The emphasis throughout is methodological rather than theoretical, and it concentrates on statistical and computation issues. Real data examples are used to illustrate the various methods and to compare them with standard parametric approaches. Some publicly available software is also discussed. The mathematical treatment is self-contained and depends mainly on simple linear algebra and calculus. This monograph will be useful both as a reference work for research and applied statisticians and as a text for graduate students and other encountering the material for the first time.

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Informazioni sull?autore

P.J. Green, Bristol Univesity. Bernard. W. Silverman St. Peters College, Oxford.

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Editore
Chapman and Hall/CRC
Data di pubblicazione
1993
Lingua
Inglese
ISBN 10 
0412300400
ISBN 13 
9780412300400
Rilegatura
Copertina rigida
Numero edizione
1
Numero di pagine
194
Contatto del produttore
non disponibile
Persona responsabile
gpsr@libri.de
gpsr@libri.de

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