Asymptotics for the moment convergence of -statistics in LIL.
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.