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Nonparametric Regression and Spline Smoothing
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Nonparametric Regression and Spline Smoothing

Book Details

Format Hardback
ISBN-10 0824793374
ISBN-13 9780824793371
Publisher Taylor & Francis Inc
Imprint CRC Press Inc
Country of Manufacture GB
Country of Publication GB
Publication Date Feb 9th, 1999
Print length 360 Pages
Weight 678 grams
Dimensions 23.60 x 16.10 x 2.40 cms
KSh 30,950.00
Currently unavailable 0 in stock

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Presents an account of popular approaches to nonparametric regression smoothing. This book discusses boundary corrections for trigonometric series estimators; asymptotics for polynomial regression; testing goodness-of-fit; estimation in partially linear models; and practical aspects, problems and methods for confidence intervals and bands.
Provides a unified account of the most popular approaches to nonparametric regression smoothing. This edition contains discussions of boundary corrections for trigonometric series estimators; detailed asymptotics for polynomial regression; testing goodness-of-fit; estimation in partially linear models; practical aspects, problems and methods for confidence intervals and bands; local polynomial regression; and form and asymptotic properties of linear smoothing splines.

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