Input Modeling Using Quantile Statistical Methods

This paper applies quantile data analysis to input modeling in simulation. We introduce the use of QIQ plots to identify suitable distributions fitting the data and comparison distribution P-P plots to test the fit. Two examples illustrate the utility of these quantile statistical methods for input modeling. Popular distribution fitting software often give confusing results, which is usually a set of distributions differing marginally in the test statistic value. The methods discussed in this paper can be used for further analysis of the software results.

• Type: Conference
• Year: 2004
• Where: WSC
• Authors: Abhishek Gupta, Emanuel Parzen
• Keywords: Distribution P-p Plots, Input Modeling, Modeling And Simulation, Quantile Data Analysis, WSC 2004