Key points are not available for this paper at this time.
Gilbert Bassett, Jr., Roger Koenker, An Empirical Quantile Function for Linear Models with |operatornameiid Errors, Journal of the American Statistical Association, Vol. 77, No. 378 (Jun., 1982), pp. 407-415
Bassett et al. (Tue,) studied this question.