Salvaging Falsified Instrumental Variable Models

Understand

What should researchers do when their baseline model is refuted? We provide four constructive answers.

• First, researchers can measure the extent of falsification.
• To do this, we consider continuous relaxations of the baseline assumptions of concern.
• We then define the falsification frontier: The smallest relaxations of the baseline model which are not refuted.