This paper proposes to reexamine the GATT/WTO membership effect on bilateral trade flows, using nonparametric methods including pair-matching, permutation tests, and a Rosenbaum (2002) sensitivity analysis. Taken together in a coherent manner, these methods provide an estimation framework that is robust to misspecification biases, allows general forms of heterogeneous treatment effects, and add...