Statistical Analysis for Use with the Schruben and Margolin Correlation Induction Strategy

Ardavan Nozari · Steven F. Arnold · Claude Dennis Pegden

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Simulation Techniques and Applications Probability and Statistical Research Optimal Experimental Design Methods

Abstract

In 1978, L. W. Schruben and B. H. Margolin recommended a correlation induction strategy for a special class of multipopulation simulation experiments. In this paper we present methods for conducting statistical analysis when using their strategy. We give formulas for parameter estimation, hypothesis testing and confidence interval estimation. An example demonstrates the mechanics of the formulas.

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1975Applied Linear Statistical Models.1983A Guide to Simulation 1986A guide to simulation (2nd ed.)1963Some Tactical Problems in Digital Simulation 1988Introduction to SIMAN 1978Pseudorandom Number Assignment in Statistically Designed Simulation and Distribution Sampling Experiments 1979On the Effectiveness of Common Random Numbers

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2013Response Surface Methodology 1992Simulation Designs for Quadratic Response Surface Models in the Presence of Model Misspecification 2008Stochastic kriging for simulation metamodeling 1993Simulation Designs and Correlation Induction for Reducing Second-Order Bias in First-Order Response Surfaces

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