Discriminant analysis and statistical pattern recognition /

Guardado en:
Autor Principal: McLachlan, Geoffrey J., 1946-
Formato: Libro
Idioma:English
Publicado: New York : Wiley, c1992.
Series:Wiley series in probability and mathematical statistics. Applied probability and statistics
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Acceso en línea:Publisher description
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Tabla de Contenidos:
  • 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.