Weak convergence of local quantile treatment effect processes

Abstract

This paper considers a quantile regression process in the instrument variable model of Abadie et al. (2002). We extend pointwise analysis of local quantile treatment effects (LQTE) to the quantile process by establishing its weak convergence. We discuss the usefulness of our result in the context of hypothesis testing for the LQTE process.