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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
The treatment of missing measurements in PCA and PLS models	Nelson	2002	missing data
Fault diagnosis with multivariate statistical models part I: using steady state fault signatures	Yoon and MacGregor	2001	fault diagnosis monitoring
On unifying multiblock analysis with application to decentralized process monitoring	Qin, Valle and Piovoso	2001	contribution plots monitoring multiblock
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
Review of adaptation mechanisms for data-driven soft sensors	Kadlec, Grbić and Gabrys	2011	adaptive review soft sensors
Latent variable methods: Case studies in the food industry	Nichols	2011	application classification experiments image NIR product development
One-class classifiers	Brereton	2011	classification
Batch process improvement using latent variable methods	García-Muñoz	2004	batch multiway thesis
Quality control for batch processes using multivariate latent variable methods	Flores-Cerrillo	2003	adaptive batch mid-course correction prior knowledge process control
Softwood lumber grading through on-line multivariate image analysis techniques	Bharati, MacGregor and Tropper	2003	control charts image monitoring
The Mahalanobis distance	De Maesschalck, Jouan-Rimbaud and Massart	2000	Hotelling's T2 tutorial
Product transfer between plants using historical process data	Jaeckle and MacGregor	2000	model inversion product transfer
Product design through multivariate statistical analysis of process data	Jaeckle and MacGregor	1998	model inversion product development simulation

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