Nonparametric Regression and Spline Smoothing
Book Details
Format
Hardback or Cased Book
Book Series
Statistics: A Series of Textbooks and Monographs
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
Product Classification:
Calculus & mathematical analysisProbability & statistics
AI Summary
Ksh 27,900.00
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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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