Principal component analysis

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Golub, 1983

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Davis, 1986

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Wold, 1985, Multivariate data analysis: Converting chemical data tables to plots

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Wold, 1974, A theoretical foundation of extrathermodynamic relationships (linear free energy relationships), Chemica Scripta, 5, 97

Wold, 1976, Pattern recognition by means of disjoint principal components models, Pattern Recognition, 8, 127, 10.1016/0031-3203(76)90014-5

Wold, 1983, Pattern recognition; finding and using regularities in multivariate data, 147

Kruskal, 1978, Bilinar methods, I

Wold, 1984, Extraction of mass spectral information by a combination of autocorrelation and principal components models, Analytica Chimica Acta, 165, 51, 10.1016/S0003-2670(00)85185-5

Diaconis, 1983, Computer-intensive methods in statistics, Scientific American, 96

Wold, 1978, Cross validatory estimation of the number of components in factor and principal components models, Technometrics, 20, 397, 10.2307/1267639

Eastment, 1982, Crossvalidatory choice of the number of components from a principal component analysis, Technometrics, 24, 73, 10.2307/1267581

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Wold, 1984, The collinearity problem in linear regression. The partial least squares approach to generalized inverses, SIAM Journal of Scientific and Statistical Computations, 5, 735, 10.1137/0905052

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Geladi, 1987, Image analysis, chemical information in images and chemometrics, Analytica Chimica Acta

Lohmöller, 1980, Three-mode path models with latent variables and partial least squares (PLS) parameter estimation

Wold, 1987, Multi-way principal components and PLS-analysis, Journal of Chemometrics, 1, 41, 10.1002/cem.1180010107

Sjöström, 1985, A multivariate study of the relationship between the genetic code and the physical-chemical properties of amino acids, Journal of Molecular Evolution, 22, 272, 10.1007/BF02099756