Capturing Patterns via Parsimonious t Mixture Models

Tsung-I Lin, Paul D. McNicholas, Hsiu J. Ho

This paper exploits a simplified version of the mixture of multivariate t-factor analyzers (MtFA) for robust mixture modelling and clustering of high-dimensional data that frequent…