Network-based clustering with mixtures of L1-penalized Gaussian graphical models: an empirical investigation

Steven M. Hill, Sach Mukherjee

In many applications, multivariate samples may harbor previously unrecognized heterogeneity at the level of conditional independence or network structure. For example, in cancer bi…