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- W2912403228 abstract "Computer simulation studies often employ response surface designs in order to estimate the effects of independent variables or factors on a response. These simulations also make use of pseudorandom numbers. The assignment of these numbers to design points induces correlations among the responses. This alters the variance-covariance matrix of responses, and hence the variation in the regression model.The possible patterns of these correlations are numerous. Three particular patterns, or correlation induction schemes, are compared. These are referred to as independence, common streams, and blocking. Their effects are measured on the basis of four variance criteria. Both first and second order designs are considered.The relative performance of the schemes of independence and common streams depends on the variance criteria of interest. Blocking performs generally better than both of these in many cases, especially if the design allows orthogonal blocking. All results depend not only on the design in use, but also on the magnitudes of the induced correlations." @default.
- W2912403228 created "2019-02-21" @default.
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- W2912403228 date "1983-01-01" @default.
- W2912403228 modified "2023-09-27" @default.
- W2912403228 title "Effects of correlation induction schemes on variance criteria in experimentally designed computer simulations" @default.
- W2912403228 hasPublicationYear "1983" @default.
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