Before revision:  We discuss in details the advantages and disadvantages of these methods relative to standard alternatives for inference. We consider the implications of our findings for other types of matching estimators and for synthetic control applications .
After revision:  We show that these tests are valid under relatively strong assumptions when the number of treated observations is fixed, and under weaker assumptions when the number of treated observations increases, but at a lower rate relative to the number of control observations .