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  • Search: subject:"design and analysis of computer experiments (DACE)"
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Subject
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Kriging 1 Kriging variance 1 Monte Carlo 1 black-box optimization 1 bootstrapping 1 design and analysis of computer experiments (DACE) 1 global optimization 1
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Free 1
Type of publication
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Book / Working Paper 1
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Undetermined 1
Author
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Den Hertog, Dick 1 Kleijnen, Jack P.C. 1 Siem, A.Y.D. 1
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Tilburg University, Center for Economic Research 1
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Discussion Paper / Tilburg University, Center for Economic Research 1
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RePEc 1
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The Correct Kriging Variance Estimated by Bootstrapping
Den Hertog, Dick; Kleijnen, Jack P.C.; Siem, A.Y.D. - Tilburg University, Center for Economic Research - 2004
The classic Kriging variance formula is widely used in geostatistics and in the design and analysis of computer experiments.This paper proves that this formula is wrong.Furthermore, it shows that the formula underestimates the Kriging variance in expectation.The paper develops parametric...
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