Weight randomization test for the selection of the number of components in PLS models

Thanh Tran, Ewa Szymanska, Jan Gerretzen, Lutgarde Buydens, Nelson Lee Afanador, Lionel Blanchet

Research output: Contribution to journalArticleAcademicpeer-review

Original languageEnglish
Article numbere2887
Number of pages15
JournalJournal of Chemometrics
Volume31
Issue number5
DOIs
Publication statusPublished - May 2017

Keywords

  • number of components
  • partial least squares
  • randomization test
  • ION MOBILITY SPECTROMETRY
  • PARTIAL LEAST-SQUARES
  • MULTIVARIATE CALIBRATION
  • VARIABLE IMPORTANCE
  • REGRESSION-MODELS
  • CROSS-VALIDATION
  • CHEMOMETRICS
  • DISTRIBUTIONS
  • OPTIMIZATION
  • SPECTROSCOPY

Cite this

Thanh Tran, Szymanska, E., Gerretzen, J., Buydens, L., Afanador, N. L., & Blanchet, L. (2017). Weight randomization test for the selection of the number of components in PLS models. Journal of Chemometrics, 31(5), [e2887]. https://doi.org/10.1002/cem.2887