In many simulation studies the performance of the modeled system is characterized only by mean values of the performance indices. However, the percentiles are more informative in summarizing the performance. Several simultaneous percentiles, presented for example in the form of the boxplot, provide the analyst with better understanding of the system's behaviour. The simultaneous estimation of s...