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Interleaved lattice-based maximin distance designs
He, Xu
Source PublicationBIOMETRIKA
AbstractWe 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.
KeywordDensest packing Gaussian process model Separation distance Space-filling design
Indexed BySCI
Funding ProjectChinese Ministry of Science and Technology ; Special National Key Research and Development Plan ; National Natural Science Foundation of China ; National Center for Mathematics and Interdisciplinary Sciences
WOS Research AreaLife Sciences & Biomedicine - Other Topics ; Mathematical & Computational Biology ; Mathematics
WOS SubjectBiology ; Mathematical & Computational Biology ; Statistics & Probability
WOS IDWOS:000493046200013
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Document Type期刊论文
Corresponding AuthorHe, Xu
AffiliationChinese Acad Sci, Acad Math & Syst Sci, Zhongguancun East Rd 55, Beijing 100190, Peoples R China
Recommended Citation
GB/T 7714
He, Xu. Interleaved lattice-based maximin distance designs[J]. BIOMETRIKA,2019,106(2):453-464.
APA He, Xu.(2019).Interleaved lattice-based maximin distance designs.BIOMETRIKA,106(2),453-464.
MLA He, Xu."Interleaved lattice-based maximin distance designs".BIOMETRIKA 106.2(2019):453-464.
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