23. Tree Models
Published Online: 6 NOV 2012
DOI: 10.1002/9781118448908.ch23
Copyright © 2013 John Wiley & Sons, Ltd
Book Title
The R Book, Second Edition
Additional Information
How to Cite
Crawley, M. J. (2012) Tree Models, in The R Book, Second Edition, John Wiley & Sons, Ltd, Chichester, UK. doi: 10.1002/9781118448908.ch23
Publication History
- Published Online: 6 NOV 2012
- Published Print: 7 DEC 2012
ISBN Information
Print ISBN: 9780470973929
Online ISBN: 9781118448908
- Summary
- Chapter
Keywords:
- tree models;
- regression trees;
- using rpart to fit tree models;
- tree models as regressions;
- model simplification;
- classification trees, with categorical explanatory variables;
- classification trees for replicated data;
- testing for existence of humps
Summary
This chapter contains sections titled:
-
Background
-
Regression trees
-
Using rpart to fit tree models
-
Tree models as regressions
-
Model simplification
-
Classification trees with categorical explanatory variables
-
Classification trees for replicated data
-
Testing for the existence of humps