There are inherent differences between military simulations and industrial simulations. There are also fundamental differences between experimentation in research laboratories and experimentation with large-scale military simulations. This presentation addresses the practical differences between using statistical design of experiments in a research laboratory and using statistical design of experiments in military simulations.