Model-based Clustering with Sparse Covariance Matrices

Michael Fop, Thomas Brendan Murphy, Luca Scrucca

Finite Gaussian mixture models are widely used for model-based clustering of continuous data. Nevertheless, since the number of model parameters scales quadratically with the numbe…