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Search across titles, abstracts, and (where available) the full article text. Author last-name typos are matched fuzzily.

Title	Author(s)	Year	Tags
Multivariate response surface modelling by principal components analysis	Bratchell	1989	optimization PCA response surfaces
Experimental design and optimization	Lundstedt, Seifert, Abramo, Thelin, Nyström, Pettersen and Bergman	1998	experiments factorial mixture property response surfaces
Multivariate design and modeling in QSAR	Eriksson and Johansson	1996	D-optimal principle properties QSAR tutorial
A combined theory for PCA and PLS	Höskuldsson	1995	H-principle model size theory
Robust methods for partial least squares regression	Hubert and Vanden Branden	2003	robust SIMPLS
Quantitative-structure-effect relationship for some technical nonionic surfactants	Lindgren, Sjöström and Wold	1996	experiments QSAR
Multivariate exploratory data analysis and graphics: a tutorial	Weihs	1993	graphical review tutorial visualization
Interpretation of latent-variable regression models	Kvalheim and Karstang	1989	biplot geometric graphical
A PLS kernel algorithm for data sets with many variables and few objects. Part II: Cross-validation, missing data and examples	Rännar, Geladi, Lindgren and Wold	1995	cross validation expectation maximization kernel method large data missing data
Analysis of multiblock and hierarchical PCA and PLS models	Westerhuis, Kourti and MacGregor	1998	deflation hierarchical multiblock
PLS-regression: a basic tool of chemometrics	Wold, Sjöström and Eriksson	2001	PLS
Multivariate design	Wold, Sjöström, Carlson, Lundstedt, Hellberg, Skagerberg, Wikström and Öhman	1986	experiments QSAR
A PLS kernel algorithm for data sets with many variables and fewer objects. Part 1: Theory and algorithm	Rännar, Lindgren, Geladi and Wold	1994	kernel method large data
Development of vision-based inferential sensors for process monitoring and control	Yu	2003	application food image petrochemical
Principles of proper validation: use and abuse of re-sampling for validation	Esbensen and Geladi	2010	cross validation resampling
Review of robust multivariate statistical methods in high dimension	Filzmoser and Todorov	2011	R review robust
Review of adaptation mechanisms for data-driven soft sensors	Kadlec, Grbić and Gabrys	2011	adaptive review soft sensors
Acoustic chemometrics - from noise to information	Esbensen, Halstensen, Lied, Saudland, Svalestuen, de Silva and Hope	1998	acoustic noise
On the extraction of spectral and spatial information from images	Liu and MacGregor	2007	hyperspectral image multiresolution spatial wavelet
Exponentially weighted moving principal components analysis and projections to latent structures	Wold	1994	adaptive drift EWMA kernel method
An introduction to multivariate calibration and analysis	Beebe and Kowalski	1987	calibration matrix MLR NIR tutorial
Tutorial to robust statistics	Rousseeuw	1991	robust tutorial
Industrial batch data analysis using latent variable methods	Rodrigues	2006	alignment batch end point
General Framework for Latent Variable Model Inversion for the Design and Manufacturing of New Products	Tomba, Barolo and García-Muñoz	2012	blend ratios model inversion product development
Some common misunderstandings in chemometrics	Kjeldahl and Bro	2010	interpretation PCA plots PLS

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