Crump, Richard K.; Hotz, V. Joseph; Imbens, Guido W.; … - Department of Economics, School of Business - 2004
Estimation of average treatment effects under unconfounded or ignorable treatment assignment is often hampered by lack of overlap in the covariate distributions. This lack of overlap can lead to imprecise estimates and can make commonly used estimators sensitive to the choice of specification....