Abstract: Albeit the superiority of bootstrapping to jackknifing in estimating the (asymptotic) variance of a sample quantile in the regular case, the bootstrap may encounter technical problems in some non-regular cases. The related methodology for one such important non-regular case is considered here, and the theory is supplemented with numerical studies.
Key words and phrases: Bahadur representation, bootstrap, nonregular density, sample quantile.