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Record Nr. |
UNINA9910823570303321 |
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Autore |
Piegorsch Walter W. |
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Titolo |
Statistical data analytics : foundations for data mining, informatics, and knowledge discovery, Solutions manual / / Walter W. Piegorsch |
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Pubbl/distr/stampa |
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Chichester, England : , : Wiley, , 2016 |
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2016 |
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ISBN |
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1-119-04364-6 |
1-119-03066-8 |
1-119-04357-3 |
1-119-04363-8 |
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Descrizione fisica |
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Collana |
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Classificazione |
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Disciplina |
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Soggetti |
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Data mining - Mathematics |
Mathematical statistics |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di bibliografia |
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Includes bibliographical references. |
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Nota di contenuto |
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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. |
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