Technometrics · 1999 · 500 citations · 0 references
ComputingBioinformaticsMass Spectrometric AnalysisDimension ReductionDimensionality ReductionFactor AnalysisMatrix FactorizationMultivariate AnalysisPrincipal Component AnalysisChemometric AnalysisChemometric ModelingEigenvaluesPartial Least Squares Discriminant AnalysisPartial Least Squares RegressionPrincipal Component Regression
Basic approach creating some data classical least-squares inverse least-squares factor spaces principal component regression PCR in action partial least squares PLS in action appendix A - matrices and matrix operations appendix B - errors -some definitions of terminology appendix C - centering and scaling appendix D - F-tests for reduced eigenvalues appendix E - leverage and influence.