1. Spline Regression

  1. Michael G. Schimek
  1. Randall L. Eubank

Published Online: 30 JAN 2012

DOI: 10.1002/9781118150658.ch1

Smoothing and Regression: Approaches, Computation, and Application

Smoothing and Regression: Approaches, Computation, and Application

How to Cite

Eubank, R. L. (2000) Spline Regression, in Smoothing and Regression: Approaches, Computation, and Application (ed M. G. Schimek), John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9781118150658.ch1

Editor Information

  1. Karl-Franzens-University of Graz, Austria, and University of Vienna, Austria

Author Information

  1. Texas A&M University, College Station, Texas, USA

Publication History

  1. Published Online: 30 JAN 2012
  2. Published Print: 24 JUL 2000

ISBN Information

Print ISBN: 9780471179467

Online ISBN: 9781118150658

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Keywords:

  • spline regression;
  • estimator;
  • linear smoothing spline;
  • large–sample efficiency;
  • Bayesian motivation

Summary

This chapter contains sections titled:

  • Introduction

  • General Form of the Estimator

  • The Linear Smoothing Spline

  • Large-Sample Efficiency

  • Bayesian Motivation

  • Extensions and Implementations