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Smoothing Spline ANOVA Models (Springer Series in Statistics) - Hardcover

Gu, Chong

 
9780387953533: Smoothing Spline ANOVA Models (Springer Series in Statistics)
Hardcover
ISBN 10: 0387953531 ISBN 13: 9780387953533
Verlag: Springer, 2002

Inhaltsangabe

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.

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Verlag
Springer
Erscheinungsdatum
2002
Sprache
Englisch
ISBN 10 
0387953531
ISBN 13 
9780387953533
Einband
Gebundene Ausgabe
Anzahl der Seiten
290
Kontakt zum Hersteller
Springer Heidelberg
buchhandel-buch@springer.com

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Deutschland