used hardcover copy in illustrated boards, no jacket, as issued. light shelfwear, corners perhaps slightly bumped. pages and binding are clean, straight and tight. there are no marks to the text or other serious flaws.

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Detalles bibliogr�ficos

T�tulo

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

Editor

Routledge March 1996

Fecha de publicaci�n

1996

Idioma

Ingl�s

ISBN 10

0412983214

ISBN 13

9780412983214

Encuadernaci�n

Hardcover

Estado

Cat�logos de vendedores

MATH statistics

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Sinopsis

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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Jianqing Fan

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