15. Minimization Estimators

  1. Jussi Klemelä

Published Online: 14 SEP 2009

DOI: 10.1002/9780470425671.ch15

Smoothing of Multivariate Data: Density Estimation and Visualization

Smoothing of Multivariate Data: Density Estimation and Visualization

How to Cite

Klemelä, J. (2009) Minimization Estimators, in Smoothing of Multivariate Data: Density Estimation and Visualization, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470425671.ch15

Publication History

  1. Published Online: 14 SEP 2009
  2. Published Print: 3 AUG 2009

ISBN Information

Print ISBN: 9780470290880

Online ISBN: 9780470425671

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Keywords:

  • minimization estimators;
  • dense minimizer;
  • series estimators;
  • empirical risk functionals;
  • convex hulls

Summary

This chapter contains sections titled:

  • Empirical Risk

  • δ-Net Estimator

  • Dense Minimizer

  • Series Estimators

  • Minimization Over Convex Hulls

  • Bibliographic Notes

  • Exercises