Multiple-Scaled Clustering

Model based clustering using the multivariate multiple Scaled t (MST) and multivariate multiple scaled contaminated normal (MSCN) distributions. The MST is an extension of the multivariate Student-t distribution to include flexible tail behaviors, Forbes, F. & Wraith, D. (2014) . The MSCN represents a heavy-tailed generalization of the multivariate normal (MN) distribution to model elliptical contoured scatters in the presence of mild outliers (also referred to as "bad" points) and automatically detect bad points, Punzo, A. & Tortora, C. (2021) .


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("MSclust")

1.0.4 by Cristina Tortora, 2 years ago


Browse source code at https://github.com/cran/MSclust


Authors: Cristina Tortora [aut, cre, cph] , Antonio Punzo [aut] , Louis Tran [aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports gtools, Matrix, mclust, mnormt, mvtnorm, psych, cluster, ggplot2, GGally


See at CRAN