Code: 04068414

Classification and Regression Trees

Name: Classification and Regression Trees
Brand: Taylor & Francis Ltd
SKU: 04068414
Price: 164.64 EUR
Availability: InStock
Author: L. Breiman
ISBN: 9780412048418

by L. Breiman

Language: English
Binding: Paperback
Number of pages: 368
Publisher: Taylor & Francis Ltd, 1984
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Book synopsis

The methodology used to construct tree structured rules is the focus of this monograph. Unlike many other statistical procedures, which moved from pencil and paper to calculators, this text's use of trees was unthinkable before computers. Both the practical and theoretical sides have been developed in the authors' study of tree methods. Classification and Regression Trees reflects these two sides, covering the use of trees as a data analysis method, and in a more mathematical framework, proving some of their fundamental properties. Topics covered include an introduction to tree classification, right sized trees and honest estimates, splitting rules, and mass spectra classification.