The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)
Description:
This book describes the important ideas in a variety of fields such as medicine, biology, finance, and marketing 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 colour graphics. It is a valuable resource for statisticians and anyone interested in data mining in science or industry. The book's coverage is broad, from supervised learning (prediction) to unsupervised learning. The many topics include neural networks, support vector machines, classification trees and boosting---the first comprehensive treatment of this topic in any book.
This major new edition features many topics not covered in the original, including graphical models, random forests, ensemble methods, least angle regression & path algorithms for the lasso, non-negative matrix factorisation, and spectral clustering. There is also a chapter on methods for "wide'' data (p bigger than n), including multiple testing and false discovery rates.
Best prices to buy, sell, or rent ISBN 9780387848570
Related Books
- 1
- 2
- 3
- Elements of Statistical Learning Data Mining, Inference, and Prediction, Second EditionTrevor; Tibshirani Jerome HastieISBN-13:9780387848587
- The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second EditionTrevor Hastie; Robert Tibshirani; Jerome FriedmanISBN-13:9780387848846
- The Elements of Statistical Learning: Data Mining, Inference, and Prediction (Springer Series in Statistics)Hastie, Trevor; Tibshirani, Robert; Friedman, JeromeEdition:First printing of the 2001 edition.ISBN-13:9780387952840
- Elements of Statistical Learning Data Mining, Inference, and Prediction, Second EditionTrevor; Tibshirani Jerome HastieISBN-13:9780387848587
- The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second EditionTrevor Hastie; Robert Tibshirani; Jerome FriedmanISBN-13:9780387848846
Frequently Asked Questions about The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)
The price for the book starts from $50.24 on Amazon and is available from 33 sellers at the moment.
At BookScouter, the prices for the book start at $28.56. Feel free to explore the offers for the book in used or new condition from various booksellers, aggregated on our website.
If you’re interested in selling back the The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics) book, you can always look up BookScouter for the best deal. BookScouter checks 30+ buyback vendors with a single search and gives you actual information on buyback pricing instantly.
As for the The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics) book, the best buyback offer comes from and is $ for the book in good condition.
The The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics) book is in average demand now as the rank for the book is 36,548 at the moment. It's an average rank, and the book has a moderate amount of sales on Amazon. At the same time, a book which is 5 years old, and still in the top 50k most of the time - that’s a book doing really well.
The highest price to sell back the The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics) book within the last three months was on December 16 and it was $21.30.