Bergé, Laurent; Bouveyron, Charles; Girard, Stéphane - In: Journal of Statistical Software 46 (2012) i06
This paper presents the R package HDclassif which is devoted to the clustering and the discriminant analysis of high-dimensional data. The classification methods proposed in the package result from a new parametrization of the Gaussian mixture model which combines the idea of dimension reduction...