19. Nonparametric Bayesian Bivariate Surface Estimation

  1. Michael G. Schimek
  1. Michael Smith1,
  2. Robert Kohn2 and
  3. Paul Yau2

Published Online: 30 JAN 2012

DOI: 10.1002/9781118150658.ch19

Smoothing and Regression: Approaches, Computation, and Application

Smoothing and Regression: Approaches, Computation, and Application

How to Cite

Smith, M., Kohn, R. and Yau, P. (2000) Nonparametric Bayesian Bivariate Surface Estimation, in Smoothing and Regression: Approaches, Computation, and Application (ed M. G. Schimek), John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9781118150658.ch19

Editor Information

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

Author Information

  1. 1

    University of Sydney, Sydney, Australia

  2. 2

    Australian Graduate School of Management, Sydney, Australia

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:

  • Bayesian model;
  • subset selection;
  • bivaríate surface estimation;
  • robust surface estimation;
  • surface estimation

Summary

This chapter contains sections titled:

  • Introduction

  • Bayesian Model and Subset Selection

  • Bivariate Surface Estimation

  • Robust Surface Estimation

  • Surface Estimation for Time Series Data

  • Alternative Bases and Model Mixing