All items in our database (reverse publication date order)

Title	Author(s)	Year	Tags
Detection of gross erros in data reconciliation by principal component analysis	Tong and Crowe	1995	data reconciliation fault detection fault diagnosis monitoring
Statistical process control of batch processes	Nomikos	1995	batch contribution plots control charts monitoring
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
Multivariate SPC charts for monitoring batch processes	Nomikos and MacGregor	1995	adaptive alignment application batch biplot
Kernel-based PLS regression; cross-validation and applications to spectral data	Lindgren, Geladi and Wold	1994	application cross validation image kernel method
Application of feedforward neural networks and partial least squares regression to modelling Kappa number in a continuous Kamyr digester	Dayal, MacGregor, Taylor, Kildaw and Marcikic	1994	application neural network pulp and paper
Development of inferential process models using PLS	Kresta, Marlin and MacGregor	1994	distillation feedback control soft sensors
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
Multivariate design of process experiments (M-DOPE)	Kettaneh-Wold, MacGregor, Dayal and Wold	1994	application experiments PLS
Process monitoring and diagnosis by multiblock PLS method	MacGregor, Jaeckle, Kiparissides and Koutoudi	1994	CUSUM EWMA monitoring multiblock
Exponentially weighted moving principal components analysis and projections to latent structures	Wold	1994	adaptive drift EWMA kernel method
Monitoring batch processes using multiway principal component analysis	Nomikos and MacGregor	1994	application batch monitoring multiway
Multivariate exploratory data analysis and graphics: a tutorial	Weihs	1993	graphical review tutorial visualization
A statistical view of some chemometrics regression tools	Frank and Friedman	1993	regression variable selection
SIMPLS: An alternative approach to partial least squares regression	de Jong	1993	PLS theory
The kernel algorithm for PLS	Lindgren, Geladi and Wold	1993	image kernel method large data
An introduction to the bootstrap	Efron and Tibshirani	1993	bootstrap jackknife
Image analysis in chemistry II. Multivariate image analysis	Geladi, Grahn, Esbensen and Bengtsson	1992	image
Predictive ability of regression models. Part I: Standard deviation of prediction errors (SDEP)	Cruciani, Baroni, Clementi, Costantino, Riganelli and Skagerberg	1992	cross validation PLS prediction error regression
Multivariate data analysis applied to low-density polyethylene reactors	Skagerberg, MacGregor and Kiparissides	1992	application monitoring
Robust inferential control for a packed-bed reactor	Budman, Webb, Holcomb and Morari	1992	application robust soft sensors
Image analysis in chemistry I. Properties of images, greylevel operations, the multivariate image	Geladi, Bengtsson, Esbensen and Grahn	1992	image
A User's Guide to Principal Components	Jackson	1991	interpretation PCA theory tutorial
Tutorial to robust statistics	Rousseeuw	1991	robust tutorial
Multivariate statistical monitoring of process operating performance	Kresta, MacGregor and Marlin	1991	fault detection monitoring PCA PLS SPC

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