Before revision:  The proposed clustering algorithm successfully recovers true membership in the cross-section  both in theory and in simulations  without requiring prior knowledge such as the number of clusters.
After revision:  The proposed clustering algorithm successfully recovers true membership in the cross-section both in theory and in simulations without requiring prior knowledge of the number of clusters.