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A note on testing instrument validity for the identification of LATE
Authors:Lukas Laffers  Giovanni Mellace
Institution:1.Department of Mathematics, Faculty of Natural Sciences,Matej Bel University,Banska Bystrica,Slovakia;2.Department of Business and Economics,University of Southern Denmark,Odense,Denmark
Abstract:In this paper, we show that the testable implications derived in Huber and Mellace (Rev Econ Stat 97:398, 2015) are the best possible to detect invalid instruments in the presence of heterogeneous treatment effects and endogeneity. We also provide formal proof of the fact that those testable implications are only necessary, but not sufficient, conditions for instrument validity.
Keywords:
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