We quantify the identifying power of special regressors in heteroskedastic binary regressions with median-independent or conditionally symmetric errors. We measure the identifying power using two criteria: the set of regressor values that help point identify coefficients in latent payoffs as in...

This paper explores the uniformity of inference for parameters of interest in nonlinear models with endogeneity. The notion of uniformity is fundamental in these models because due to potential endogeneity, the behavior of standard estimators of these parameters is shown to vary with where they...

Discrete response models are of high interest in economics and econometrics as they encompass treatment eff ects, social interaction and peer e ffect models, and discrete games. We study the impact of the structure of information sets of economic agents on the Fisher information of (strategic)...