Finite-sample distribution of regression quantiles

Abstract

The finite-sample distributions of the regression quantile and of the extreme regression quantile are derived for a broad class of distributions of the model errors, even for the non-identically distributed case.

Keywords

• Regression quantiles
• regression rank scores
• score function