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- W639436009 abstract "Abstract: To analyze the input/output behavior of simulation models with multiple responses, we may apply either univariate or multivariate Kriging (Gaussian Process) models. Univariate Kriging may use a popular MATLAB Kriging toolbox called DACE'. Multivariate Kriging faces a major problem: its covariance matrix should remain positive-definite; this problem may be solved through nonseparable dependence model. To evaluate the performance of these two Kriging models, we develop a Monte Carlo laboratory' that simulates Gaussian Processes. To verify that this laboratory works correctly, we derive statistics that test whether the Kriging parameters have the correct values. Our Monte Carlo results demonstrate that in general DACE gives smaller Mean Squared Error (MSE); we also explain these results." @default.
- W639436009 created "2016-06-24" @default.
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- W639436009 date "2012-01-01" @default.
- W639436009 modified "2023-09-27" @default.
- W639436009 title "Kriging in Multi-response Simulation, including a Monte Carlo Laboratory (Replaced by 2014-012)" @default.
- W639436009 hasPublicationYear "2012" @default.
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