Nonparametric Regression and Spline Smoothing
Book Details
Format
Paperback / Softback
Book Series
Statistics: A Series of Textbooks and Monographs
ISBN-10
0367579219
ISBN-13
9780367579210
Publisher
Taylor & Francis Ltd
Imprint
CRC Press
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jun 30th, 2020
Print length
360 Pages
Weight
453 grams
Product Classification:
Calculus & mathematical analysisProbability & statisticsTechnology, engineering, agriculture
Ksh 9,200.00
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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 co
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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