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Interleaved lattice-based maximin distance designs

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  • Xu He

Abstract

SummaryWe propose a new method to construct maximin distance designs with arbitrary numbers of dimensions and points. The proposed designs hold interleaved-layer structures and are by far the best maximin distance designs in four or more dimensions. Applicable to distance measures with equal or unequal weights, our method is useful for emulating computer experiments when a relatively accurate a priori guess on variable importance is available.

Suggested Citation

  • Xu He, 2019. "Interleaved lattice-based maximin distance designs," Biometrika, Biometrika Trust, vol. 106(2), pages 453-464.
    • Handle: RePEc:oup:biomet:v:106:y:2019:i:2:p:453-464.
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    File URL: http://hdl.handle.net/10.1093/biomet/asy069
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    Cited by:

    1. Tonghui Pang & Yan Wang & Jian-Feng Yang, 2022. "Asymptotically optimal maximin distance Latin hypercube designs," Metrika: International Journal for Theoretical and Applied Statistics, Springer, vol. 85(4), pages 405-418, May.

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