We introduce a simple and robust approach to answering two key questions in empirical auction analysis: discriminating … between models of entry and quantifying the revenue gains from improving auction design. The approach builds on Bulow and … and auction formats without requiring instruments or estimation of a complex structural model. We demonstrate the approach …