Discrimination via Normal Models

  1. Geoffrey J. McLachlan

Published Online: 28 JAN 2005

DOI: 10.1002/0471725293.ch3

Discriminant Analysis and Statistical Pattern Recognition

Discriminant Analysis and Statistical Pattern Recognition

How to Cite

McLachlan, G. J. (1992) Discrimination via Normal Models, in Discriminant Analysis and Statistical Pattern Recognition, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/0471725293.ch3

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:

  • normal models;
  • discriminant analysis;
  • group-covariance matrices;
  • likelihood ratio;
  • distribution function

Summary

This chapter includes the following topics:

  • Introduction

  • Heteroscedastic Normal Model

  • Homoscedastic Normal Model

  • Some Other Normal Theory-Based Rules

  • Predictive Discrimination

  • Covariance-Adjusted Discrimination

  • Discrimination with Repeated Measurements

  • Partially Classified Data

  • Linear Projections of Homoscedastic Feature Data

  • Linear Projections of Heteroscedastic Feature Data