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Under the heterogenous treatment effect setup and the usual LATE (Local Average Treatment
Effect) assumptions, the usual Instrumental Variable (IV) estimator consistently estimate the
average treatment effect for compliers. Complier is a subgroup of people who would always
participate if assigned to the control group or treatment group. would not participate if assigned
to the treatment group; and they would participate if assigned to the control group. would not
participate if assigned to the control group; and they would participate if assigned to the
treatment group. would always not participate if assigned to the control group or treatment
group.

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  • 1. Under the heterogenous treatment effect setup and the usual LATE (Local Average Treatment Effect) assumptions, the usual Instrumental Variable (IV) estimator consistently estimate the average treatment effect for compliers. Complier is a subgroup of people who would always participate if assigned to the control group or treatment group. would not participate if assigned to the treatment group; and they would participate if assigned to the control group. would not participate if assigned to the control group; and they would participate if assigned to the treatment group. would always not participate if assigned to the control group or treatment group.