This work proposes a resampling technique to approximate the smoothing parameter of Beran’s estimator. It is based on by smoothed bootstrap and minimising approximation mean integrated squared error find bandwidth. The behaviour this method has been tested simulation several models. Bootstrap confidence intervals are also addressed in research their performance analysed study.