Frank J. Massey, Jr., The Distribution of the Maximum Deviation Between two Sample Cumulative Step Functions, The Annals of Mathematical Statistics, Vol. 22, No. 1 ...

Previously suggested methods for constructing confidence bands for cumulative distribution functions have been based on the classical Kolmogorov-Smirnov test for an empirical distribution function.