Asymptotically optimal estimation in a linear fractional regression problem with random errors in coefficients.
Asymptotics of the regression quantile basic solution under misspecification
We consider the asymptotic distribution of covariate values in the quantile regression basic solution under weak assumptions. A diagnostic procedure for assessing homogeneity of the conditional densities is also proposed.