Classification and Regression Trees (Wadsworth Statistics/Probability)
ISBN-13:
9780412048418
ISBN-10:
0412048418
Edition:
1
Author:
Charles J. Stone, Jerome Friedman, Leo Breiman, R.A. Olshen
Publication date:
1984
Publisher:
Chapman and Hall/CRC
Format:
Paperback
368 pages
Category:
Applied
,
Mathematics
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Book details
ISBN-13:
9780412048418
ISBN-10:
0412048418
Edition:
1
Author:
Charles J. Stone, Jerome Friedman, Leo Breiman, R.A. Olshen
Publication date:
1984
Publisher:
Chapman and Hall/CRC
Format:
Paperback
368 pages
Category:
Applied
,
Mathematics
Summary
Classification and Regression Trees (Wadsworth Statistics/Probability) (ISBN-13: 9780412048418 and ISBN-10: 0412048418), written by authors
Charles J. Stone, Jerome Friedman, Leo Breiman, R.A. Olshen, was published by Chapman and Hall/CRC in 1984.
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Description
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.
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