Jiang, Liang; Liu, Xiaobin; Phillips, Peter C. B.; … - 2022
This paper examines methods of inference concerning quantile treatment effects (QTEs) in randomized experiments with matched-pairs designs (MPDs). Standard multiplier bootstrap inference fails to capture the negative dependence of observations within each pair and is therefore conservative....