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The application of statistical preprocessing on spectral data does not always guarantee the improvement of the predictive quality of multivariate models: Case of soil spectroscopy applied to Moroccan soils

Issam Barra, Hamza Briak, Fassil Kebede

2022Vibrational Spectroscopy30 citationsDOI

Topics & Concepts

Partial least squares regressionMultivariate statisticsData pre-processingMathematicsPreprocessorStatisticsBiological systemComputer scienceArtificial intelligenceBiologySpectroscopy and Chemometric AnalysesSoil Geostatistics and MappingSpectroscopy Techniques in Biomedical and Chemical Research
The application of statistical preprocessing on spectral data does not always guarantee the improvement of the predictive quality of multivariate models: Case of soil spectroscopy applied to Moroccan soils | Litcius