Concepedia

UNIPALS: Software for principal components analysis and partial least squares regression

W. Graham Glen, Md. Mostafa Kamal Sarker, William J. Dunn, D. R. Scott

Tetrahedron Computer Methodology · 1989 · 75 citations · 12 references

Concepts

ComputingBiostatisticsComputer ScienceFeature EngineeringData AnalysisDimensionality ReductionMultivariate AnalysisPrincipal Component AnalysisLoadingsPartial Least Squares RegressionPrincipal Components

References

12

Partial least-squares regression: a tutorial

Paul Geladi, Bruce R. Kowalski · Analytica Chimica Acta · 1986 · 6.9K citations

Business, Computer Science, Statistical Modeling +7

Comparative molecular field analysis (CoMFA). 1. Effect of shape on binding of steroids to carrier proteins

Richard D. Cramer, David E. Patterson, Jeffrey D. Bunce · Journal of the American Chemical Society · 1988 · 3.9K citations

Life Sciences, Biochemistry, Pharmacology +14

Cross-Validatory Estimation of the Number of Components in Factor and Principal Components Models

Svante Wold · Technometrics · 1978 · 2.5K citations

Business, Biostatistics, Mass Spectrometric Analysis +10

Multivariate calibration

David Steele · Spectrochimica Acta Part A Molecular Spectroscopy · 1990 · 2.2K citations

PLS regression methods

Agnar Höskuldsson · Journal of Chemometrics · 1988 · 1.9K citations

Business, Computer Science, Data Science +15