Local Polynomial Modelling and Its Applications - Couverture rigide

Livre 87 sur 110: ISSN

Fan, Jianqing; Gijbels, Irene

 
9780412983214: Local Polynomial Modelling and Its Applications
Couverture rigide
ISBN 10 : 0412983214 ISBN 13 : 9780412983214
Editeur : Chapman and Hall/CRC, 1996

Synopsis

Data-analytic approaches to regression problems, arising from many scientific disciplines are described in this book. The aim of these nonparametric methods is to relax assumptions on the form of a regression function and to let data search for a suitable function that describes the data well. The use of these nonparametric functions with parametric techniques can yield very powerful data analysis tools. Local polynomial modeling and its applications provides an up-to-date picture on state-of-the-art nonparametric regression techniques. The emphasis of the book is on methodologies rather than on theory, with a particular focus on applications of nonparametric techniques to various statistical problems. High-dimensional data-analytic tools are presented, and the book includes a variety of examples. This will be a valuable reference for research and applied statisticians, and will serve as a textbook for graduate students and others interested in nonparametric regression.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Jianqing Fan

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Chapman and Hall/CRC
Date d'édition
1996
Langue
anglais
ISBN 10 
0412983214
ISBN 13 
9780412983214
Reliure
Relié
Numéro d'édition
1
Nombre de pages
358
Éditeur
Keiding Niels, Cox D.R., Tong Howell, Isham Valerie, Tibshirani R.J., Louis Thomas A., Reid N.
Coordonnées du fabricant
non disponible
Personne responsable
non disponible