12
Your Cart
12
Your Cart

This book describes the important ideas in a variety of fields such as medicine, biology, finance, and marketingĀ 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 isĀ 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.

Reviews

There are no reviews yet.

Be the first to review “The Elements of Statistical Learning: Data Mining, Inference, and Prediction”

New item(s) have been added to your cart.

Quantity: 1
Total: $14.99

Frequently bought with Regents Algebra II Power Pack Revised Edition (Barron's Regents NY)

The Higher Arithmetic: An Introduction to the Theory of Numbers Original price was: $49.99.Current price is: $19.99.
View more
View more
Mathematical Methods using Python: Applications in Physics and Engineering Original price was: $79.99.Current price is: $29.99.
View more
A Student's Guide to Maxwell's Equations (Student's Guides) Original price was: $29.99.Current price is: $14.99.
View more
Calculus, Metric Edition Original price was: $69.99.Current price is: $19.99.
View more
Visual Complex Analysis: 25th Anniversary Edition Original price was: $79.99.Current price is: $29.99.
View more
Mathematical Modelling. Simulation Analysis and Industrial Applications Original price was: $79.99.Current price is: $29.99.
View more
Probability and Statistical Inference Original price was: $79.99.Current price is: $19.99.
View more
Cart