Penalized model-based clustering with cluster-specific diagonal covariance matrices and grouped variables

Benhuai Xie, Wei Pan, Xiaotong Shen

Clustering analysis is one of the most widely used statistical tools in many emerging areas such as microarray data analysis. For microarray and other high-dimensional data, the pr…