Estimating confidence intervals for simulations of computer systems

Abstract

In simulation studies, means, percentiles, or pro portions are often used to summarize measurements of system performance. We describe procedures for estimating confidence intervals for each of these three statistics. We conclude that proportions are generally best suited to computer simulation studies. We present empirical data that clarifies the proce dures and justifies the recommendation of proportions.