|
|
|
|
|
|
|
|
1. |
Record Nr. |
UNINA9910794779203321 |
|
|
Autore |
Piegorsch Walter W. |
|
|
Titolo |
Statistical data analytics : foundations for data mining, informatics, and knowledge discovery, Solutions manual / / Walter W. Piegorsch |
|
|
|
|
|
|
|
Pubbl/distr/stampa |
|
|
Chichester, England : , : Wiley, , 2016 |
|
2016 |
|
|
|
|
|
|
|
|
|
ISBN |
|
1-119-04364-6 |
1-119-03066-8 |
1-119-04357-3 |
1-119-04363-8 |
|
|
|
|
|
|
|
|
Descrizione fisica |
|
|
|
|
|
|
Collana |
|
|
|
|
|
|
Classificazione |
|
|
|
|
|
|
|
|
Disciplina |
|
|
|
|
|
|
Soggetti |
|
Data mining - Mathematics |
Mathematical statistics |
|
|
|
|
|
|
|
|
Lingua di pubblicazione |
|
|
|
|
|
|
Formato |
Materiale a stampa |
|
|
|
|
|
Livello bibliografico |
Monografia |
|
|
|
|
|
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. |
|
|
|
|
|
|
|