Robust Partial Least Squares: Regression and Classification by Asuman Turkmen (E
41,20 €
Assistant Professor at the Ohio State University, Newark. Nedret Billor: Ph.D. in Statistics, University of Sheffield, 1993. Associate Professor at Auburn University. Despite of the fact that PLS handles multicollinearity problem, it fails to deal with data containing outliers since it is based on maximizing the sample covariance matrix between the response(s) and a set of explanatory variables, which is known to be sensitive to outliers.
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