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This paper investigates the use of an effective pseudo-random number assignment strategy, which we call maximum-blocks strategy, for simulation experiments involving the estimation of quadratic response surface metamodel in 3 k factorial designs. The maximum-blocks strategy is shown to perform better than well-known existing quadratic-metamodel assignment strategies, such as the IR, CR and modified-AR strategies.
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