Quantifying Distributional Input Uncertainty via Inflated Kolmogorov-Smirnov Confidence Band

Motong Chen, Henry Lam, Zhenyuan Liu

In stochastic simulation, input uncertainty refers to the propagation of the statistical noise in calibrating input models to impact output accuracy, in addition to the Monte Carlo…