Statistical data analytics : foundations for data mining, informatics, and knowledge discovery, Solutions manual / / Walter W. Piegorsch
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| Autore: |
Piegorsch Walter W.
|
| Titolo: |
Statistical data analytics : foundations for data mining, informatics, and knowledge discovery, Solutions manual / / Walter W. Piegorsch
|
| Pubblicazione: | Chichester, England : , : Wiley, , 2016 |
| 2016 | |
| Descrizione fisica: | 1 online resource |
| Disciplina: | 006.3/12 |
| Soggetto topico: | Data mining - Mathematics |
| Mathematical statistics | |
| Classificazione: | 417 |
| 519.5 | |
| Nota di bibliografia: | Includes bibliographical references. |
| Nota di contenuto: | Cover -- Title Page -- Copyright -- Contents -- Preface -- Chapter 1 Data analytics and data mining -- Chapter 2 Basic probability and statistical distributions -- Chapter 3 Data manipulation -- Chapter 4 Data visualization and statistical graphics -- Chapter 5 Statistical inference -- Chapter 6 Techniques for supervised learning: simple linear regression -- Chapter 7 Techniques for supervised learning: multiple linear regression -- Chapter 8 Supervised learning: generalized linear models -- Chapter 9 Supervised learning: classification -- Chapter 10 Techniques for unsupervised learning: dimension reduction -- Chapter 11 Techniques for unsupervised learning: clustering and association -- References -- EULA. |
| Titolo autorizzato: | Statistical data analytics |
| ISBN: | 1-119-04364-6 |
| 1-119-03066-8 | |
| 1-119-04357-3 | |
| 1-119-04363-8 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910794779203321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
New York Academy of Sciences