Gaussian Mixture Clustering Using Relative Tests of Fit

Purvasha Chakravarti, Sivaraman Balakrishnan, Larry Wasserman

We consider clustering based on significance tests for Gaussian Mixture Models (GMMs). Our starting point is the SigClust method developed by Liu et al. (2008), which introduces a…