Concepedia

DNA and peptide sequences and chemical processes multivariately modelled by principal component analysis and partial least-squares projections to latent structures

Svante Wold, Jan‐Ingvar Jönsson, M. Sjörström, Magnus Sandberg, Stefan Rännar

Analytica Chimica Acta · 1993 · 232 citations · 16 references

Concepts

Chemical ProcessesBiochemistryStructural BioinformaticsNatural SciencesMedicineComputational BiologyMolecular BiologyProtein ModelingProtein Structure PredictionPartial Least-squares ProjectionsPrincipal Component AnalysisSystems BiologyProteomicsBioinformaticsStructural Biology

References

16

Principal component analysis

Svante Wold, Kim H. Esbensen, Paul Geladi · Chemometrics and Intelligent Laboratory Systems · 1987 · 11.4K citations

Engineering, Pattern Recognition, Knowledge Discovery +5

Applied Regression Analysis (2nd ed).

José Ferreira de Carvalho, Norman R. Draper, Herbert Smith · Journal of the American Statistical Association · 1981 · 3.1K citations

Mathematical Programming, Parameter Estimation, Engineering +10

PLS regression methods

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

Pls Regression, Engineering, Data Science +10

Pattern recognition by means of disjoint principal components models

Svante Wold · Pattern Recognition · 1976 · 1.1K citations

Machine Vision, Image Analysis, Data Science +8

Multivariate statistical monitoring of process operating performance

J.V. Kresta, John F. MacGregor, Thomas E. Marlin · The Canadian Journal of Chemical Engineering · 1991 · 974 citations

Engineering, Partial Least Squares, Multivariate Statistical Monitoring +17