Sharmin Hossain

New methods for testing community structures in general networks

This paper proposes two new tests, namely, the weighted signed-triangle test and the empirical likelihood test, and finds that both methods outperform the existing tests when the network size is small; the empirical likelihood test may further outperform the weighted signed-triangle test in small networks.