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Robust methods for data reduction / / Alessio Farcomeni, Luca Greco
| Robust methods for data reduction / / Alessio Farcomeni, Luca Greco |
| Autore | Farcomeni Alessio |
| Pubbl/distr/stampa | Boca Raton : , : CRC Press, , [2015] |
| Descrizione fisica | 1 online resource (297 p.) |
| Disciplina | 519.5/0285 |
| Collana | Chapman & Hall Book |
| Soggetto topico |
Robust control
Data reduction - Computer programs Dimension reduction (Statistics) |
| ISBN | 0-429-16796-2 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front Cover; Dedication; Contents; Preface; Authors; List of Figures; List of Tables; List of Examples and R illustrations; Symbol Description; 1. Introduction and Overview; 2. Multivariate Estimation Methods; Section I: Dimension Reduction; Introduction to Dimension Reduction; 3. Principal Component Analysis; 4. Sparse Robust PCA; 5. Canonical Correlation Analysis; 6. Factor Analysis; Section II: Sample Reduction; Introduction to Sample Reduction; 7. k-means and Model-Based Clustering; 8. Robust Clustering; 9. Robust Model-Based Clustering; 10. Double Clustering; 11. Discriminant Analysis
A. Use of the Software R for Data ReductionBibliography |
| Record Nr. | UNINA-9910788117103321 |
Farcomeni Alessio
|
||
| Boca Raton : , : CRC Press, , [2015] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Robust methods for data reduction / / Alessio Farcomeni, Luca Greco
| Robust methods for data reduction / / Alessio Farcomeni, Luca Greco |
| Autore | Farcomeni Alessio |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Boca Raton : , : CRC Press, , [2015] |
| Descrizione fisica | 1 online resource (297 p.) |
| Disciplina | 519.5/0285 |
| Collana | Chapman & Hall Book |
| Soggetto topico |
Robust control
Data reduction - Computer programs Dimension reduction (Statistics) |
| ISBN |
1-04-021236-0
0-429-16796-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front Cover; Dedication; Contents; Preface; Authors; List of Figures; List of Tables; List of Examples and R illustrations; Symbol Description; 1. Introduction and Overview; 2. Multivariate Estimation Methods; Section I: Dimension Reduction; Introduction to Dimension Reduction; 3. Principal Component Analysis; 4. Sparse Robust PCA; 5. Canonical Correlation Analysis; 6. Factor Analysis; Section II: Sample Reduction; Introduction to Sample Reduction; 7. k-means and Model-Based Clustering; 8. Robust Clustering; 9. Robust Model-Based Clustering; 10. Double Clustering; 11. Discriminant Analysis
A. Use of the Software R for Data ReductionBibliography |
| Record Nr. | UNINA-9910960893303321 |
|
Farcomeni Alessio
|
||
| Boca Raton : , : CRC Press, , [2015] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
