Before revision:  We provide a suitable sampling theory for plug-in estimators and apply our procedure to models of strategic interaction and dynamic discrete choice.
After revision:  We provide a suitable sampling theory for plug-in estimators of the smallest and largest counterfactuals and two procedures for inference. We illustrate the broad applicability of our procedure with empirical applications to matching models and dynamic discrete choice.