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

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