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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
Variable selection in regression - a tutorial	Andersen and Bro	2010	review tutorial variable selection
The utility of multivariate design in PLS modeling	Wold, Josefson, Gottfries and Linusson	2004	experiments QSAR
The kernel algorithm for PLS	Lindgren, Geladi and Wold	1993	image kernel method large data
Development of inferential process models using PLS	Kresta, Marlin and MacGregor	1994	distillation feedback control soft sensors
Batch process modeling and MSPC	Wold, Kettaneh-Wold, MacGregor and Dunn	2009	batch feature extraction monitoring optimization unfolding
Multivariate analysis and optimization of process variable trajectories for batch processes	Duchesne and MacGregor	2000	batch feature extraction optimization
Detection and diagnosis of abnormal batch operations based on multi-way principal component analysis	Nomikos	1996	batch contribution plots control charts SPC
Quality control for batch processes using multivariate latent variable methods	Flores-Cerrillo	2003	adaptive batch mid-course correction prior knowledge process control
Real-time synchronization of batch trajectories for on-line multivariate statistical process control using Dynamic Time Warping	González-Martínez, Ferrer and Westerhuis	2011	batch missing data monitoring
Data-driven soft sensors in the process industry	Kadlec, Gabrys and Strandt	2009	review soft sensors
Product optimization and control in the latent variable space of nonlinear PLS models	Yacoub and MacGregor	2004	nonlinear optimization process control process development
Scatter plotting in multivariate data analysis	Geladi, Manley and Lestander	2003	biplot plots visualization
Latent variable multivariate regression modeling	Burnham, MacGregor and Viveros-Aguilera	1999	error in variables PCR reduced rank regression
Kernel-based PLS regression; cross-validation and applications to spectral data	Lindgren, Geladi and Wold	1994	application cross validation image kernel method
Multivariate image analysis: A review with applications	Prats-Montalbán, De Juan and Ferrer	2011	hyperspectral image review texture
Sequential design of mixture experiments for the development of new products	Muteki and MacGregor	2007	blend ratios experiments mixture property product development
The treatment of missing measurements in PCA and PLS models	Nelson	2002	missing data
Multi-way partial least squares in monitoring batch processes	Nomikos and MacGregor	1995	batch monitoring PLS simulation SPC
Principal component analysis	Wold, Esbensen and Geladi	1987	PCA tutorial
The Mahalanobis distance	De Maesschalck, Jouan-Rimbaud and Massart	2000	Hotelling's T2 tutorial
Data handling in hyperspectral image analysis	Burger and Gowen	2011	hyperspectral image reduced rank
Batch process improvement using latent variable methods	García-Muñoz	2004	batch multiway thesis
Digital imaging for online monitoring and control of industrial snack food processes	Yu, MacGregor, Haarsma and Bourg	2003	application food image PCA soft sensors
Creating intelligence - Automating the approach to development and online operation of soft sensors	Tzovla and Mehta	2002	soft sensors
Interpretation of regression coefficients under a latent variable regression model	Burnham, MacGregor and Viveros-Aguilera	2001	error in variables regression

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