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

Cox, D.R. (Series edited by)/ Reid, N. (Series edited by)/ Isham, Valerie (Series edited by)/ Tibshirani, R.J. (Series edited by)/ Louis, Thomas A. (Series edited by)/ Tong, Howell (Series edited by)/ Keiding, Niels (Series edited by)/ Fan, Jianqing (Author)/ Gijbels, Irene (Author)

ISBN 10: 0412983214 / ISBN 13: 9780412983214

Verlag: Chapman & Hall, 1996

1st edition. 341 pages. 9.00x5.75x1.00 inches. In Stock. This item is printed on demand. Bestandsnummer des Verkäufers __0412983214

Inhaltsangabe:

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.

Über die Autorin bzw. den Autor: Jianqing Fan

Bibliografische Details

Titel: Local Polynomial Modelling and Its ...
Verlag: Chapman & Hall
Erscheinungsdatum: 1996
Einband: Hardcover
Zustand: Brand New