Journal of Chemometrics · 1989 · 40 citations · 13 references
PharmacyPharmaceutical AnalysisAnalytical ChemistrySpectroscopic AnalysisSpectroscopyAnalytical ValidationAssay ValidationInstrumental AnalysisMethod DevelopmentPrincipal Component AnalysisSpectroscopic Method ValidationAssayAssay ReproducibilityChemometric Model ValidationMulticomponent AnalysisPrincipal Component RegressionPrincipal Components
Abstract A validation protocol for multicomponent spectroscopic assays based on principal components regression is described. Factorial design and hypothesis tests are used to establish the linearity and absence of interaction between components in the regression model. Testing considers multiple response variables simultaneously so that correlation between residuals is properly treated. Assay reproducibility and sensitivity to related substances are evaluated.
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