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Smoothing Splines
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Smoothing Splines

DOI link for Smoothing Splines

Smoothing Splines book

Methods and Applications

Smoothing Splines

DOI link for Smoothing Splines

Smoothing Splines book

Methods and Applications
ByYuedong Wang
Edition 1st Edition
First Published 2011
eBook Published 22 June 2011
Pub. location New York
Imprint Chapman and Hall/CRC
DOI https://doi.org/10.1201/b10954
Pages 384 pages
eBook ISBN 9780429146923
SubjectsEngineering & Technology, Mathematics & Statistics
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Wang, Y. (2011). Smoothing Splines. New York: Chapman and Hall/CRC, https://doi.org/10.1201/b10954

A general class of powerful and flexible modeling techniques, spline smoothing has attracted a great deal of research attention in recent years and has been widely used in many application areas, from medicine to economics. Smoothing Splines: Methods and Applications covers basic smoothing spline models, including polynomial, periodic, spherical, t

TABLE OF CONTENTS

chapter 1|10 pages

Introduction

chapter 2|42 pages

Smoothing Spline Regression

chapter 3|38 pages

Smoothing Parameter Selection and Inference

chapter 4|48 pages

Smoothing Spline ANOVA

chapter 5|24 pages

Spline Smoothing with Heteroscedastic and/or Corre- lated Errors

chapter 6|32 pages

Generalized Smoothing Spline ANOVA

chapter 7|32 pages

Smoothing Spline Nonlinear Regression

chapter 8|46 pages

Semiparametric Regression

chapter 9|50 pages

Semiparametric Mixed-Effects Models

chapter |10 pages

A Data Sets

chapter |6 pages

B Codes for Fitting Strictly Increasing Functions

chapter C|8 pages

C Codes for Term Structure of Interest Rates

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