Chapter 7. Methods for Regression
Published Online: 20 NOV 2006
DOI: 10.1002/9780470140529.ch7
Copyright © 2007 John Wiley & Sons, Inc.
Book Title
Learning from Data: Concepts, Theory, and Methods, Second Edition
Additional Information
How to Cite
Cherkassky, V. and Mulier, F. (2006) Methods for Regression, in Learning from Data: Concepts, Theory, and Methods, Second Edition, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470140529.ch7
Publication History
- Published Online: 20 NOV 2006
- Published Print: 10 AUG 2007
ISBN Information
Print ISBN: 9780471681823
Online ISBN: 9780470140529
- Summary
- Chapter
Keywords:
- methods for regression;
- multivariate adaptive regression splines (MARS);
- combining predictive models
Summary
This chapter contains sections titled:
Taxonomy: Dictionary versus Kernel Representation
Linear Estimators
Adaptive Dictionary Methods
Adaptive Kernel Methods and Local Risk Minimization
Empirical Studies
Combining Predictive Models
Summary