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Local Polynomial Modelling and Its Applications false
By:Jianqing Fan,Irene Gijbels
Published on 1996-03-01 by CRC Press

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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Book ID of Local Polynomial Modelling and Its Applications's Books is BM1ckQKCXP8C, Book which was written byJianqing Fan,Irene Gijbelshave ETAG "ojsoxoBsbto"

Book which was published by CRC Press since 1996-03-01 have ISBNs, ISBN 13 Code is 9780412983214 and ISBN 10 Code is 0412983214

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