Non Parametric Confidence Intervals for Quantiles

This Chapter is intended to introduce a new approach in order to obtain model free and in this nested Monte Carlo setup noise considering confidence intervals for the quantile \(q_\alpha ^X\) . As a brief reminder X evolves here from the nested simulation. Therefore, we particularly extend the non-noise considering approach of David and Nagaraja (2004) to the problem at hand.