Before revision:  We then apply our theory to develop semiparametric inference, focusing on treatment effects and expected profits for concreteness, and demonstrate their effectiveness with an empirical application to direct mail marketing .
After revision:  We then apply our theory to develop semiparametric inference, focusing on treatment effects , expected welfare, and decomposition effects for concreteness .