Many interesting questions in international economics are counterfactual ones. Consider China's recent export boom. In the last two decades, its share of world exports has increased from 3 percent in 1995 to 11 percent in 2011. What if it had not? What would have happened to other countries around the world?Given the challenges inherent in isolating quasi-experimental variation in general equilibrium settings, the standard approach to answering such questions has been to proceed in three steps. First, fully specify a parametric model of preferences, technology, and trade costs around the world. Second, estimate the model's supplyand demand-side parameters. And finally, armed with this complete knowledge of