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Key wavelengths screening using competitive adaptive reweighted sampling method for multivariate calibration

Analytica Chimica Acta · 2009 · Vol. 648(1) · pp. 77–84
Hong‐Dong LiYi‐Zeng LiangQing‐Song XuDongsheng Cao
Spectroscopy and Chemometric AnalysesAdvanced Statistical Methods and ModelsWater Quality Monitoring and AnalysisSampling (signal processing)CalibrationWavelengthMonte Carlo methodKey (lock)Linear regressionMultivariate statisticsStatisticsAlgorithmChemistry

MeSH terms

AlgorithmsCalibrationZea maysMonte Carlo MethodProteinsSpectrum AnalysisWaterModels, StatisticalLeast-Squares AnalysisSpectroscopy, Fourier Transform InfraredSpectroscopy, Near-Infrared

Funding

  • Ministry of Science and Technology of the People's Republic of China
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References
Least angle regression
The Annals of Statistics · 2004 · 9,400 citations
Cross-Validatory Choice and Assessment of Statistical Predictions
Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1974 · 10,283 citations
Regression Shrinkage and Selection Via the Lasso
Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 50,746 citations
Partial least-squares regression: a tutorial
Analytica Chimica Acta · 1986 · 6,874 citations
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