field experiments

Revise and Resubmit: Journal of Human Resources.
A systematic review of the field experiment literature indicates that there is no consensus on how to test for attrition bias. We establish identifying assumptions for treatment effects and propose procedures to tests their sharp implications. Several applications support the empirical relevance of our analysis.