An Automatic Finite-Sample Robustness Metric: When Can Dropping a Little Data Make a Big Difference?

Tamara Broderick, Ryan Giordano, Rachael Meager

Study samples often differ from the target populations of inference and policy decisions in non-random ways. Researchers typically believe that such departures from random sampling…