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Xu He, Interleaved lattice-based minimax distance designs, Biometrika, Volume 104, Issue 3, September 2017, Pages 713–725, https://doi.org/10.1093/biomet/asx036
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Summary
We propose a new method for constructing minimax distance designs, which are useful for computer experiments. To circumvent computational difficulties, we consider designs with an interleaved lattice structure, a newly defined class of lattice that has repeated or alternated layers based on any single dimension. Such designs have boundary adaptation and low-thickness properties. From our numerical results, the proposed designs are by far the best minimax distance designs for moderate or large samples.
© 2017 Biometrika Trust
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