This paper shows nonparametric identification of quantile treatment effects (QTE) in the regression discontinuity …

This paper shows nonparametric identification of quantile treatment effects (QTE) in the regression discontinuity …-dimensional nonparametric regression. We apply the proposed estimators to estimate the effects of summer school on the distribution of school …

In this paper we develop procedures for performing inference in regression models about how potential policy … on, and our theory covers, all main regression approaches for modeling and estimating conditional distributions, focusing …

In this paper we develop procedures for performing inference in regression models about how potential policy … on, and our theory covers, all main regression approaches for modeling and estimating conditional distributions, focusing … institutions on the U.S. wage distribution. -- Policy effects ; counterfactual distribution ; quantile regression ; duration …

This paper shows nonparametric identification of quantile treatment effects (QTE) in the regression discontinuity …-dimensional nonparametric regression. We apply the proposed estimators to estimate the effects of summer school on the distribution of school … ; regression discontinuity …

regression process after correcting for sample selection bias. Monte Carlo simulations demonstrate that they are powerful and two …: Sample selection, quantile regression, independence, test. …

We develop inference procedures for policy analysis based on regression methods. We consider policy interventions that … covariates, or both. Under either of these policy scenarios, we derive functional central limit theorems for regression … effect, or stochastic dominance. Our theory applies to general policy interventions and covers the main regression methods …