An Efficient Elastic Net with Regression Coefficients Method for Variable Selection of Spectrum Data

Author:

Liu Wenya,Li Qi

Funder

National Natural Science Foundation of China

PetroChina Innovation Foundation

Publisher

Public Library of Science (PLoS)

Subject

Multidisciplinary

Reference20 articles.

1. Performance of some variable selection methods when multicollinearity is present[J];I G Chong;Chemometrics and Intelligent Laboratory Systems,2005

2. The geometry of partial least squares[J];A Phatak;Journal of Chemometrics,1997

3. Comparison of variable selection methods for PLS-based soft sensor modeling[J];Z X Wang;Journal of Process Control,2015

4. A Bootstrap-VIP approach for selecting wavelength intervals in spectral imaging applications[J];R Gosselin;Chemometrics and Intelligent Laboratory Systems,2010

5. Input variable selection for PLS modeling using nearest correlation spectral clustering[J];K Fujiwara;Chemometrics and Intelligent Laboratory Systems,2012

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