Tighter confidence intervals for quantiles of heterogeneous data

John H. J. Einmahl, Yi He

It is well known that the asymptotic variance of sample quantiles can be reduced under heterogeneity relative to the i.i.d. setting. However, asymptotically correct confidence inte…