Articoli correlati a Spline Models for Observational Data

Spline Models for Observational Data - Brossura

Wahba, Grace

 
9780898712445: Spline Models for Observational Data
Brossura
ISBN 10: 0898712440 ISBN 13: 9780898712445
Casa editrice: Society for Industrial and Applied Mathematics, 1990

Sinossi

This book serves well as an introduction into the more theoretical aspects of the use of spline models.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Recensione

'This is a thorough account of non-parametric regression using splines, eschewing other approaches, and approaching splines themselves via the technology of reproducing kernel Hilbert spaces. The result is an impressively unified, consistent, treatment of a wide variety of problems, some really quite hard ... This is an impressive record of research, offering stimulation for further investigation.' P. J. Green, Short Book Reviews of the International Statistical Institute

'The book provides a rather complete unified treatment of smoothing splines, starting with the classical polynomial smoothing spline, and including the periodic smoothing spline on a circle, both scalar and vector-valued splines on the sphere, and thin plate splines in the plane and in higher dimensional Euclidean spaces. In addition, it treats two special kinds of smoothing splines called partial splines and additive splines. The splines discussed here have numerous practical applications in data fitting of economical, medical, meteorological, and radiation data. She provides applications to the solution of Fredholm integral equations of the first kind, fluid flow problems in porous media, and certain inverse problems.' Larry L. Schumaker, SIAM Review

'... The reviewer considers the monograph a valuable contribution and recommends it strongly to everyone with some interest in this important area of statistics.' Girdhar G. Agarwal, Mathematical Reviews

Descrizione del libro

This book serves well as an introduction into the more theoretical aspects of the use of spline models. It develops a theory and practice for the estimation of functions from noisy data on functionals.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Society for Industrial and Applied Mathematics
Data di pubblicazione
1990
Lingua
Inglese
ISBN 10 
0898712440
ISBN 13 
9780898712445
Rilegatura
Copertina flessibile
Numero di pagine
180
Contatto del produttore
non disponibile
Persona responsabile
non disponibile