All items in our database (reverse publication date order)

Title	Author(s)	Year	Tags
Multivariate statistical analysis of data from an industrial fluidized catalytic cracking process using PCA and PLS	Slama	1991	application hierarchical historical refinery troubleshooting
The remedian: a robust averaging method for large data sets	Rousseeuw and Bassett, Jr.	1990	preprocessing robust
Multivariate data analysis: converting chemical data tables to plots	Wold, Albano, Dunn III, Esbensen, Geladi, Hellberg, Johansson, Lindberg, Sjöström, Skagerberg, Wikström and Öhman	1989	calibration classification graphical QSAR
Analysis of multi-way (multi-mode) data	Geladi	1989	multiway
A multiblock partial least squares algorithm for investigating complex chemical systems	Wangen and Kowalski	1989	multiblock PLS
Strategy of multivariate image analysis (MIA)	Esbensen and Geladi	1989	image theory
Multivariate response surface modelling by principal components analysis	Bratchell	1989	optimization PCA response surfaces
Interpretation of latent-variable regression models	Kvalheim and Karstang	1989	biplot geometric graphical
Robust control charts	Rocke	1989	control charts monitoring robust
Multivariate calibration	Martens and Næs	1989	calibration NIR
Principal component analysis of multivariate images	Geladi, Isaksson, Lindqvist, Wold and Esbensen	1989	image PCA
PLS regression methods	Höskuldsson	1988	PLS theory
Notes on the history and nature of partial least squares (PLS) modelling	Geladi	1988	path models PLS
An introduction to multivariate calibration and analysis	Beebe and Kowalski	1987	calibration matrix MLR NIR tutorial
PLS modeling with latent variables in two or more dimensions	Wold, Hellberg, Lundstedt and Sjöström	1987	chemometrics multiblock
A theoretical foundation for the PLS algorithm	Lorber, Wangen and Kowalski	1987	PCR PLS theory
Cross-validation in principal component analysis	Krzanowski	1987	cross validation influential observations jackknife PCA variable selection
Partial least squares analysis with cross-validation for the two-class problem: A Monte Carlo study	Ståhle and Wold	1987	cross validation t-test
Multi-way principal components- and PLS-analysis	Wold, Geladi, Esbensen and Öhman	1987	calibration HPLC multiway PCA PLS tutorial
Principal component analysis	Wold, Esbensen and Geladi	1987	PCA tutorial
Latent-structure decompositions (projections) of multivariate data	Kvalheim	1987	PCA PLS SVD
Image analysis and chemical information in images	Geladi, Wold and Esbensen	1986	image regression texture
Multivariate design	Wold, Sjöström, Carlson, Lundstedt, Hellberg, Skagerberg, Wikström and Öhman	1986	experiments QSAR
The exponentially weighted moving average	Hunter	1986	EWMA
Partial least-squares regression: a tutorial	Geladi and Kowalski	1986	PLS regression tutorial

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