Smoothing Spline Anova Models - Couverture rigide

Gu, Chong

Couverture rigide

ISBN 10 : 0387953531 ISBN 13 : 9780387953533

Editeur : Springer-Verlag New York Inc., 2002

Synopsis

Smoothing methods are an active area of research. In this book, the author presents a comprehensive treatment of penalty smoothing under a unified framework. Methods are developed for (i) regression with Gaussian and non-Gaussian responses as well as with censored life time data; (ii) density and conditional density estimation under a variety of sampling schemes; and (iii) hazard rate estimation with censored life time data and covariates. Extensive discussions are devoted to model construction, smoothing parameter selection, computation, and asymptotic convergence. Most of the computational and data analytical tools discussed in the book are implemented in R, an open-source clone of the popular S/S- PLUS language.

Détails de l'édition

• Éditeur: Springer-Verlag New York Inc.
• Date d'édition: 2002
• Langue: anglais
• ISBN 10: 0387953531
• ISBN 13: 9780387953533
• Reliure: Relié
• Nombre de pages: 304
• Coordonnées du fabricant: non disponible
• Personne responsable: CMN Printpool Inh. Mathis Neumann; https://www.also.com/ec/cms5/en_6000/6000/index.jsp; ; Friedrich-Karl-Str. 9; Hamburg; Allemagne