A comparison of various methods for multivariate regression with highly collinear variables.

Henk A. L. Kiers Age K. Smilde

Published in: Stat. Methods Appl. (2007)

Keyphrases

preprocessing
machine learning methods
real time
data sets
multiscale
significant improvement
computational cost
multivariate regression
computer vision
text classification
model selection
benchmark datasets
variable selection