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## Details

Additional Physical Format: | Online version: McLachlan, Geoffrey J., 1946- Discriminant analysis and statistical pattern recognition. New York : Wiley, ©1992 (OCoLC)555838691 |
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Material Type: | Internet resource |

Document Type: | Book, Internet Resource |

All Authors / Contributors: |
Geoffrey J McLachlan |

ISBN: | 0471615315 9780471615316 |

OCLC Number: | 24247203 |

Notes: | "A Wiley-Interscience publication." |

Description: | xv, 526 pages : illustrations ; 25 cm. |

Contents: | Likelihood-based approaches to discrimination -- Discrimination via normal models -- Distributional results for discrimination via normal models -- Some practical aspects and variants of normal theory-based discriminant rules -- Data analytic considerations with normal theory-based discriminant analysis -- Parametric discrimination via nonnormal models -- Logistic discrimination -- Nonparametric discrimination -- Estimation of error rates -- Assessing the reliability of the estimated posterior probabilities of group membership -- Selection of feature variables in discriminant analysis -- Statistical image analysis. |

Series Title: | Wiley series in probability and mathematical statistics., Applied probability and statistics. |

Responsibility: | Geoffrey J. McLachlan. |

More information: |

### Abstract:

Reports new advances and research in the field, such as regularized discriminant analysis and bootstrap-based assessments of the performance of a sample-based discriminant rule. The text includes an account of discriminant analysis motivated by problems in statistical image analysis.
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