Journal
JOURNAL OF CHEMOMETRICS
Volume 24, Issue 11-12, Pages 728-737Publisher
WILEY
DOI: 10.1002/cem.1360
Keywords
variable selection; calibration; chemometrics
Ask authors/readers for more resources
This paper provides a practical guide to variable selection in chemometrics with a focus on regression-based calibration models. Several approaches, such as genetic algorithms (GAs), jack-knifing, forward selection, etc., are explained; it is also explained how to choose between different kinds of variable selection methods. The emphasis in this paper is on how to use variable selection in practice and avoid the most common pitfalls. Copyright (C) 2010 John Wiley & Sons, Ltd.
Authors
I am an author on this paper
Click your name to claim this paper and add it to your profile.
Reviews
Recommended
No Data Available