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
Learning from data using latent variable methods	Yacoub	2006	acoustic classification feature extraction robust
Principles of proper validation: use and abuse of re-sampling for validation	Esbensen and Geladi	2010	cross validation resampling
Monitoring batch processes using multiway principal component analysis	Nomikos and MacGregor	1994	application batch monitoring multiway
Application of latent variable methods to process control and multivariate statistical process control in industry	Kourti	2005	adaptive fault diagnosis monitoring SPC
The Visual Display of Quantitative Information	Tufte	2001	visualization
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
The remedian: a robust averaging method for large data sets	Rousseeuw and Bassett, Jr.	1990	preprocessing robust
Multivariate calibration	Martens and Næs	1989	calibration NIR
The Mahalanobis distance	De Maesschalck, Jouan-Rimbaud and Massart	2000	Hotelling's T2 tutorial
Using on-line process data to improve quality: challenges for statisticians	MacGregor	1997	monitoring review SPC
Multivariate exploratory data analysis and graphics: a tutorial	Weihs	1993	graphical review tutorial visualization
PLS regression methods	Höskuldsson	1988	PLS theory

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