Xuming He, Li-Xing Zhu, A Lack-of-Fit Test for Quantile Regression, Journal of the American Statistical Association, Vol. 98, No. 464 (Dec., 2003), pp. 1013-1022 ...

This paper considers estimation and hypothesis tests for coefficients of linear regression models, where the coefficient estimates are based on location measures defined by an asymmetric least squares ...