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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
A tutorial on support vector machines for pattern recognition	Burges	1998	classification SVM tutorial
Receiver operating characteristics curves and related decision measures: A tutorial	Brown and Davis	2006	classification tutorial
Multivariate exploratory data analysis and graphics: a tutorial	Weihs	1993	graphical review tutorial visualization
Partial least-squares regression: a tutorial	Geladi and Kowalski	1986	PLS regression tutorial
Tutorial to robust statistics	Rousseeuw	1991	robust tutorial
Analysis of multi-way (multi-mode) data	Geladi	1989	multiway
Variable selection in regression - a tutorial	Andersen and Bro	2010	review tutorial variable selection
Principles of proper validation: use and abuse of re-sampling for validation	Esbensen and Geladi	2010	cross validation resampling
Experimental design and optimization	Lundstedt, Seifert, Abramo, Thelin, Nyström, Pettersen and Bergman	1998	experiments factorial mixture property response surfaces
Latent variable multivariate regression modeling	Burnham, MacGregor and Viveros-Aguilera	1999	error in variables PCR reduced rank regression
Comparing alternative approaches for multivariate statistical analysis of batch process data	Westerhuis, Kourti and MacGregor	1999	alignment batch multiway
An introduction to multivariate calibration and analysis	Beebe and Kowalski	1987	calibration matrix MLR NIR tutorial
Review of adaptation mechanisms for data-driven soft sensors	Kadlec, Grbić and Gabrys	2011	adaptive review soft sensors
An industrial perspective on implementing on-line applications of multivariate statistics	Miletic, Quinn, Dudzic, Vaculik and Champagne	2004	fault detection PCA PLS pulp and paper steel manufacturing
Multivariate monitoring of batch processes using batch-to-batch information	Flores-Cerrillo and MacGregor	2004	batch monitoring SPC
Analysis of multiblock and hierarchical PCA and PLS models	Westerhuis, Kourti and MacGregor	1998	deflation hierarchical multiblock
Multivariate design and modeling in QSAR	Eriksson and Johansson	1996	D-optimal principle properties QSAR tutorial
Multivariate calibration	Martens and Næs	1989	calibration NIR
Multivariate image analysis: A review with applications	Prats-Montalbán, De Juan and Ferrer	2011	hyperspectral image review texture
Some common misunderstandings in chemometrics	Kjeldahl and Bro	2010	interpretation PCA plots PLS
Mixture designs and models for the simultaneous selection of ingredients and their ratios	Muteki, MacGregor and Ueda	2007	product development
Industrial batch data analysis using latent variable methods	Rodrigues	2006	alignment batch end point
Mixture product design using latent variable methods	Muteki	2006	experiments missing data mixture property multiblock process development
Automatic masking in multivariate image analysis using support vector machines	Liu, Bharati, Dunn and MacGregor	2005	image machine vision masking SVM
Batch process improvement using latent variable methods	García-Muñoz	2004	batch multiway thesis

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