Distributional Results for Discrimination via Normal Models

  1. Geoffrey J. McLachlan

Published Online: 28 JAN 2005

DOI: 10.1002/0471725293.ch4

Discriminant Analysis and Statistical Pattern Recognition

Discriminant Analysis and Statistical Pattern Recognition

How to Cite

McLachlan, G. J. (1992) Distributional Results for Discrimination via Normal Models, in Discriminant Analysis and Statistical Pattern Recognition, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/0471725293.ch4

Publication History

  1. Published Online: 28 JAN 2005
  2. Published Print: 27 MAR 1992

ISBN Information

Print ISBN: 9780471615316

Online ISBN: 9780471725299

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Keywords:

  • distribution (statistics);
  • discriminant analysis;
  • normal models;
  • normal-based linear discriminant rule (NLDR);
  • asymptotic expansions

Summary

This chapter includes the following topics:

  • Introduction

  • Distribution of Sample NLDF (W-Statistic)

  • Moments of Conditional Error Rates of Sample NLDR

  • Distributions of Conditional Error Rates of Sample NLDR

  • Constrained Allocation with the Sample NLDR

  • Distributional Results for Quadratic Discrimination