This note introduces a new small sample method for producing nonparametric confidence bands for a quantile function based upon a single confidence coefficient obtained via Steck's determinant. The ...
We show that the slope parameter of the linear quantile regression measures a weighted average of the local slopes of the conditional quantile function. Extending this result, we also show that the ...