| Autore |
McLachlan Geoffrey J
|
| Pubbl/distr/stampa |
Hoboken, : John Wiley & Sons, Inc., 2005
|
| Descrizione fisica |
1 online resource (552 p.)
|
| Disciplina |
519.5/35
|
| Collana |
Wiley series in probability and mathematical statistics. Discriminant analysis and statistical pattern recognition
|
| Soggetto topico |
Discriminant analysis
Pattern perception
Mathematics
Mathematical Statistics
Physical Sciences & Mathematics
|
| ISBN |
9786610253012
0-471-72529-3
|
| Formato |
Materiale a stampa  |
| Livello bibliografico |
Monografia |
| Lingua di pubblicazione |
eng
|
| Nota di contenuto |
Discriminant Analysis and Statistical Pattern Recognition; Contents; Preface; 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 Probabilities of Group Membership12. Selection of Feature Variables in Discriminant Analysis; 13. Statistical Image Analysis; References; Author Index; Subject Index;
|
| Record Nr. | UNINA-9910840633903321 |
Info
Discriminant Analysis and Statistical Pattern Recognition [[electronic resource]]
