Fitting a kernel density from quantile regression

[Nabil Daher]

Hello everyone, I am looking to study the effect on the distribution of an economic series that can be illustrated by presenting probability density functions implied by the quantile regression results. I am using the qregpd estimator.
Does anyone has any clue about how to do this?

Thanks