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      Smoothing Splines
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      Book

      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 28 June 2011
      Pub. Location New York
      Imprint Chapman and Hall/CRC
      DOI https://doi.org/10.1201/b10954
      Pages 384
      eBook ISBN 9780429146923
      Subjects Engineering & Technology, Mathematics & Statistics
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      Wang, Y. (2011). Smoothing Splines: Methods and Applications (1st ed.). Chapman and Hall/CRC. https://doi.org/10.1201/b10954

      ABSTRACT

      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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