The Elements of Statistical Learning Data Mining, Inference, and Prediction |
|
| Author:
| Friedman, Jerome
Hastie, Trevor
Tibshirani, Robert |
| Series title: | Series in Statistics |
| ISBN: | 978-0-387-95284-0 |
| Publication Date: | Jul 2003 |
| Publisher: | Springer
|
| Imprint: | Copernicus |
| Book Format: | Hardback |
| List Price: | USD $94.00 |
Book Description:
|
This book describes the important ideas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It should be a valuable resource for statisticians and anyone interested in data mining in science or industry.
This book describes the important ideas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It should be a valuable resource for statisticians and anyone interested in data mining in science or industry.