All entries tagged: "pls"

All entries tagged : "pls"

Articles per year:

Title	Author(s)	Year	Tags
PLS-regression: a basic tool of chemometrics	Wold, Sjöström and Eriksson	2001	PLS
PLS regression methods	Höskuldsson	1988	PLS theory
Multivariate statistical monitoring of process operating performance	Kresta, MacGregor and Marlin	1991	fault detection monitoring PCA PLS SPC
Latent-structure decompositions (projections) of multivariate data	Kvalheim	1987	PCA PLS SVD
Multi-way principal components- and PLS-analysis	Wold, Geladi, Esbensen and Öhman	1987	calibration HPLC multiway PCA PLS tutorial
Data-based latent variable methods for process analysis, monitoring and control	MacGregor, Yu, García-Muñoz and Flores-Cerrillo	2005	image machine vision monitoring PCA PLS
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 design of process experiments (M-DOPE)	Kettaneh-Wold, MacGregor, Dayal and Wold	1994	application experiments PLS
Multi-way partial least squares in monitoring batch processes	Nomikos and MacGregor	1995	batch monitoring PLS simulation SPC
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
Control of batch product quality by trajectory manipulation using latent variable models	Flores-Cerrillo and MacGregor	2004	application model inversion PLS process control
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
Partial least-squares regression: a tutorial	Geladi and Kowalski	1986	PLS regression tutorial
A multiblock partial least squares algorithm for investigating complex chemical systems	Wangen and Kowalski	1989	multiblock PLS
Establishing multivariate specification regions for incoming materials	Duchesne and MacGregor	2004	application PLS specifications
PLS works	Bro and Eldén	2009	PLS theory
Some common misunderstandings in chemometrics	Kjeldahl and Bro	2010	interpretation PCA plots PLS
SIMPLS: An alternative approach to partial least squares regression	de Jong	1993	PLS theory
Notes on the history and nature of partial least squares (PLS) modelling	Geladi	1988	path models PLS
Multivariate latent variable regression: Modelling and estimation	Burnham	1997	continuum regression maximum liklihood PLS theory
Improved PLS algorithms	Dayal and MacGregor	1997	deflation EWMA kernel method PLS theory
A theoretical foundation for the PLS algorithm	Lorber, Wangen and Kowalski	1987	PCR PLS theory