Before revision:  We also develop bandwidth selection methods and bootstrap inferences based on the asymptotic properties. Lastly, we illustrate the success of our procedure using an empirical application of the dynamics of US prices and Monte Carlo simulation .
After revision:  We also develop bandwidth selection methods and bootstrap inferences based on the density estimation. An empirical application and Monte Carlo simulation .