Before revision: In many set identified models, it is difficult to obtain a tractable characterization of the identified set , therefore, empirical works often construct confidence region based on an outer set of the identified set.
After revision: In many set-identified models, it is difficult to obtain a tractable characterization of the identified set , therefore, empirical works often construct confidence region based on an outer set of the identified set.