Search results

Search across titles, abstracts, and (where available) the full article text. Author last-name typos are matched fuzzily.

Title	Author(s)	Year	Tags
A unified description of classical classification methods for multicollinear data	Næs and Indahl	1998	classification
Product design through multivariate statistical analysis of process data	Jaeckle and MacGregor	1998	model inversion product development simulation
Recursive exponentially weighted PLS and its applications to adaptive control and prediction	Dayal and MacGregor	1997	adaptive kernel method recursive
Missing data methods in PCA and PLS: score calculations with incomplete observations	Nelson, Taylor and MacGregor	1996	missing data
Notes on the history and nature of partial least squares (PLS) modelling	Geladi	1988	path models PLS
Robust control charts	Rocke	1989	control charts monitoring robust
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
Time series hyperspectral chemical imaging data: Challenges, solutions and applications	Gowen, Marini, Esquerre, O'Donnell, Downey and Burger	2011	hyperspectral time series
Latent variable methods: Case studies in the food industry	Nichols	2011	application classification experiments image NIR product development
One-class classifiers	Brereton	2011	classification
Mixture product design using latent variable methods	Muteki	2006	experiments missing data mixture property multiblock process development
Receiver operating characteristics curves and related decision measures: A tutorial	Brown and Davis	2006	classification tutorial
PCA and PLS with very large data sets	Kettaneh-Wold, Berglund and Wold	2005	adaptive alignment application
Automatic masking in multivariate image analysis using support vector machines	Liu, Bharati, Dunn and MacGregor	2005	image machine vision masking SVM
Troubleshooting of an industrial batch process using multivariate methods	García-Muñoz, Kourti, MacGregor, Mateos and Murphy	2003	alignment application batch troubleshooting
Dealing with missing data: Part I	Walczak and Massart	2001	missing data tutorial
Fault diagnosis with multivariate statistical models part I: using steady state fault signatures	Yoon and MacGregor	2001	fault diagnosis monitoring
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
Missing values in principal component analysis	Grung and Manne	1998	missing data multiple imputation PCA
Process analysis, monitoring and diagnosis, using multivariate projection methods	Kourti and MacGregor	1995	application monitoring tutorial
Analysis, monitoring and fault diagnosis of batch processes using multiblock and multiway PLS	Kourti, Nomikos and MacGregor	1995	application batch fault diagnosis monitoring multiblock multiway
SIMPLS: An alternative approach to partial least squares regression	de Jong	1993	PLS theory
Analysis of multi-way (multi-mode) data	Geladi	1989	multiway
Cross-validatory estimation of the number of components in factor and principal components models	Wold	1978	cross validation

« Previous Page 3 of 3