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Nearest hypersphere classification : a comparison with other classification techniques
(Stellenbosch : Stellenbosch University, 2014-12)
ENGLISH ABSTRACT: Classification is a widely used statistical procedure to classify objects into two or more classes according to some rule which is based on the input variables. Examples of such techniques are Linear ...
Exploratory and inferential multivariate statistical techniques for multidimensional count and binary data with applications in R
(Stellenbosch : Stellenbosch University, 2011-12)
ENGLISH ABSTRACT: The analysis of multidimensional (multivariate) data sets is a very important area of research in applied statistics. Over the decades many techniques have been developed to deal with such datasets. The ...