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Discriminant Analysis and Statistical Pattern Recognition [[electronic resource]]
| Discriminant Analysis and Statistical Pattern Recognition [[electronic resource]] |
| 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 |
| Soggetto genere / forma | Electronic books. |
| 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-9910146075703321 |
McLachlan Geoffrey J
|
||
| Hoboken, : John Wiley & Sons, Inc., 2005 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Discriminant Analysis and Statistical Pattern Recognition [[electronic resource]]
| Discriminant Analysis and Statistical Pattern Recognition [[electronic resource]] |
| 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-9910830238903321 |
|
McLachlan Geoffrey J
|
||
| Hoboken, : John Wiley & Sons, Inc., 2005 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Discriminant Analysis and Statistical Pattern Recognition [[electronic resource]]
| Discriminant Analysis and Statistical Pattern Recognition [[electronic resource]] |
| 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-9910877253803321 |
|
McLachlan Geoffrey J
|
||
| Hoboken, : John Wiley & Sons, Inc., 2005 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||