We propose a framework for analyzing the sensitivity of counterfactuals to parametric assumptions about distribution latent variables in structural models. In particular, we derive bounds on as spans nonparametric neighborhoods given specification while other “structural” features model are maintained. Our approach recasts infinite‐dimensional problem optimizing counterfactual with respect (sub...