McLachlan, Geoffrey J., 1946-
Discriminant analysis and statistical pattern recognition / Geoffrey J. McLachlan.
— New York : Wiley, c1992. xv, 526 p. : il. ; 25 cm. — (Wiley series in probability and mathematical statistics. Applied probability and statistics)
"A Wiley-Interscience publication."
Incluye referencias bibliográficas (p. 447-506) e índices.
Contenido: 1. General introduction — 2. Likelihood-Based Approaches to Discrimination — 3. Discrimination via Normal Models — 4. Distributional Results for Discrimination via Normal Models — 5. Some Practical Aspects and Variants of Normal Theory-Based Discriminant Rules — 6. Data Analytic Considerations with Normal Theory-Based Discriminant Analysis — 7. Parametric Discrimination via Nonnormal Models — 8. Logistic Discrimination — 9. Nonparametric Discrimination — 10. Estimation of Error Rates — 11. Assessing the Reliability of the Estimated Posterior Probabilites of Group Membership — 12. Selection of Feature Variables in Discriminant Analysis — 13. Statistical Image Analysis.
ISBN 0471615315
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