CLASSIFICATION AND REGRESSION TREES

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 devel...

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Bibliographic Details
Main Authors: Breiman, Leo (Author), Friedman, Jerome H. (Author), Olshen, Richard A. (Author), Stone, Charles J. (Author)
Format: Book
Language:English
Published: Boca Raton, Fla. CHAPMAN & HALL 1993
Series:Wadsworth statistics/probability series
Subjects:
Online Access:Click Here to View Status and Holdings.
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100 1 0 |a Breiman, Leo  |e author 
245 1 0 |a CLASSIFICATION AND REGRESSION TREES  |c Leo Breiman, Jerome H. Friedman, Richard A. Olshen, Charles J. Stone 
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264 # 4 |c ©1993 
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504 0 0 |a Includes bibliographical references (pages 342-346) and indexes 
520 # # |a 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. 
650 # 0 |a Discriminant analysis 
650 # 0 |a Regression analysis 
650 # 0 |a Trees (Graph theory) 
700 1 # |a Friedman, Jerome H.  |e author 
700 1 # |a Olshen, Richard A.  |e author 
700 1 # |a Stone, Charles J.  |e author 
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