All items in our database (reverse publication date order)

Title	Author(s)	Year	Tags
Fault diagnosis with multivariate statistical models part I: using steady state fault signatures	Yoon and MacGregor	2001	fault diagnosis monitoring
Interpretation of regression coefficients under a latent variable regression model	Burnham, MacGregor and Viveros-Aguilera	2001	error in variables regression
The Visual Display of Quantitative Information	Tufte	2001	visualization
PLS-regression: a basic tool of chemometrics	Wold, Sjöström and Eriksson	2001	PLS
Detection and chemical profiling of medicine counterfeits by Raman spectroscopy and chemometrics	Dégardin, Roggo, Been and Margot	2001	classification PCA spectral SVM
On unifying multiblock analysis with application to decentralized process monitoring	Qin, Valle and Piovoso	2001	contribution plots monitoring multiblock
Dealing with missing data: Part II	Walczak and Massart	2001	maximum liklihood missing data multiple imputation tutorial
Dealing with missing data: Part I	Walczak and Massart	2001	missing data tutorial
Multivariate analysis and optimization of process variable trajectories for batch processes	Duchesne and MacGregor	2000	batch feature extraction optimization
The Mahalanobis distance	De Maesschalck, Jouan-Rimbaud and Massart	2000	Hotelling's T2 tutorial
Statistical and causal model-based approaches to fault detection and isolation	Yoon and MacGregor	2000	fault detection fault diagnosis
Product transfer between plants using historical process data	Jaeckle and MacGregor	2000	model inversion product transfer
Modified jack-knife estimation of parameter uncertainty in bilinear modelling by partial least squares regression (PLSR)	Martens and Martens	2000	application confidence interval jackknife PLS sensory
Improvement of processes and product quality through multivariate data analysis	Duchesne	2000	batch bootstrap jackknife optimization specifications
Industrial Applications of Product Design through the Inversion of Latent Variable Models	Jaeckle and MacGregor	2000	model inversion product development specifications
Latent variable multivariate regression modeling	Burnham, MacGregor and Viveros-Aguilera	1999	error in variables PCR reduced rank regression
A statistical framework for multivariate latent variable regression methods based on maximum likelihood	Burnham, MacGregor and Viveros-Aguilera	1999	continuum regression error in variables theory
Comparing alternative approaches for multivariate statistical analysis of batch process data	Westerhuis, Kourti and MacGregor	1999	alignment batch multiway
Analysis of multiblock and hierarchical PCA and PLS models	Westerhuis, Kourti and MacGregor	1998	deflation hierarchical multiblock
Product and process improvement using latent variable methods	Jaeckle	1998	model inversion product development product transfer
Acoustic chemometrics - from noise to information	Esbensen, Halstensen, Lied, Saudland, Svalestuen, de Silva and Hope	1998	acoustic noise
Development of inferential sensors for chemical processes using partial least squares	Roney	1998	dynamics feedback control nonlinear soft sensors time series
Multivariate image analysis for real time process monitoring and control	Bharati and MacGregor	1998	image monitoring multiway PCA
A unified description of classical classification methods for multicollinear data	Næs and Indahl	1998	classification
Experimental design and optimization	Lundstedt, Seifert, Abramo, Thelin, Nyström, Pettersen and Bergman	1998	experiments factorial mixture property response surfaces

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