Interleaved lattice-based maximin distance designs

doi:10.1093/biomet/asy069

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	Interleaved lattice-based maximin distance designs
	He, Xu
刊名	BIOMETRIKA
	2019-06-01
卷号	106 期号:2 页码:453-464
关键词	Densest packing Gaussian process model Separation distance Space-filling design
ISSN号	0006-3444
DOI	10.1093/biomet/asy069
英文摘要	We 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.
资助项目	Chinese 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研究方向	Life Sciences & Biomedicine - Other Topics ; Mathematical & Computational Biology ; Mathematics
语种	英语
出版者	OXFORD UNIV PRESS
WOS记录号	WOS:000493046200013
内容类型	期刊论文
源URL	[http://ir.amss.ac.cn/handle/2S8OKBNM/50606]
专题	应用数学研究所
通讯作者	He, Xu
作者单位	Chinese Acad Sci, Acad Math & Syst Sci, Zhongguancun East Rd 55, Beijing 100190, Peoples R China
推荐引用方式 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.