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Generalized instrumental inequalities: testing the instrumental variable independence assumption

Generalized instrumental inequalities: testing the instrumental variable independence assumption

Summary This paper proposes a new set of testable implications for the instrumental variable independence assumption for discrete treatment, but unrestricted outcome and instruments: generalized instrumental inequalities. When outcome and treatment are both binary, but instruments are unrestricted, we show that the generalized instrumental inequalities are necessary and sufficient to …