Local Polynomial Modelling and Its Applications: Monographs on Statistics and Applied Probability 66 - Rilegato

Libro 87 di 110: ISSN

Fan, Jianqing; Gijbels, Irene

 
9780412983214: Local Polynomial Modelling and Its Applications: Monographs on Statistics and Applied Probability 66
Rilegato
ISBN 10: 0412983214 ISBN 13: 9780412983214
Casa editrice: Chapman and Hall/CRC, 1996

Sinossi

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.

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Informazioni sull?autore

Jianqing Fan

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Editore
Chapman and Hall/CRC
Data di pubblicazione
1996
Lingua
Inglese
ISBN 10 
0412983214
ISBN 13 
9780412983214
Rilegatura
Copertina rigida
Numero edizione
1
Numero di pagine
358
Redattore
Cox D.R., Reid N., Isham Valerie, Tibshirani R.J., Louis Thomas A., Tong Howell, Keiding Niels
Contatto del produttore
non disponibile
Persona responsabile
non disponibile