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Statistical analysis of the output data from terminating simulations

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  • Averill M. Law

Abstract

In this paper we precisely define the two types of simulations (terminating and steady‐state) with regard to analysis of simulation output and discuss some common measures of performance for each type. In addition, we conclude, on the basis of discussions with many simulation practitioners, that both types of simulations are important in practice. This is contrary to the impression one gets from reading the simulation literature, where the steady‐state case is almost exclusively considered. Although analyses of terminating simulations are considerably easier than are those of steady‐state simulations, they have not received a careful treatment in the literature. We discuss and give empirical results for fixed sample size, relative width, and absolute width procedures that can be used for constructing confidence intervals for measures of performance in the terminating case.

Suggested Citation

  • Averill M. Law, 1980. "Statistical analysis of the output data from terminating simulations," Naval Research Logistics Quarterly, John Wiley & Sons, vol. 27(1), pages 131-143, March.
  • Handle: RePEc:wly:navlog:v:27:y:1980:i:1:p:131-143
    DOI: 10.1002/nav.3800270112
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    Cited by:

    1. Bauermann, Tom & Roos, Michael W. M. & Schaff, Frederik, 2020. "POSA: Policy implementation sensitivity analysis," Ruhr Economic Papers 854, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.

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