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Multivariate statistical process evaluation and monitoring for complex chemical processes
(Stellenbosch : Stellenbosch University, 2015-12)
ENGLISH ABSTRACT: In this study, the development of an innovative fully integrated process monitoring
methodology is presented for a complex chemical facility, originating at
the coal feed from different mines up to the ...
Extensions of biplot methodology to discriminant analysis with applications of non-parametric principal components
(Stellenbosch : Stellenbosch University, 2001)
ENGLISH ABSTRACT: Gower and Hand offer a new perspective on the traditional biplot. This perspective
provides a unified approach to principal component analysis (PCA) biplots based on
Pythagorean distance; canonical ...
The identification and application of common principal components
(Stellenbosch : Stellenbosch University, 2014-12)
ENGLISH ABSTRACT: When estimating the covariance matrices of two or more populations,
the covariance matrices are often assumed to be either equal or completely
unrelated. The common principal components (CPC) model ...