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Comparison of common components analysis with principal components analysis and independent components analysis: Application to SPME-GC-MS volatolomic signatures

Common Components AnalysisParallel AnalysisMeasurementBiometricsMass SpectrometrySpme-gc-ms Volatolomic SignaturesMultidimensional AnalysisEducationPrincipal Components AnalysisNeuroimagingBiostatisticsFactor AnalysisIndependent Component AnalysisPublic HealthPrincipal Component AnalysisFunctional Data AnalysisStatisticsLatent Variable Methods