Continuous Confidence Bands Based on Kolmogorov-Smirnov Statistics

Construction of confidence bands for continuous distribution functions is considered. Based on the Kolmogorov-Smirnov statistics, a set of continuous confidence bands with asymptotic coverage are constructed. The construction can be easily implemented and simulations show that the coverage error of the confidence bands is small.