KMS Of Academy of mathematics and systems sciences, CAS
| Interleaved lattice-based maximin distance designs | |
He, Xu
| |
| 2019-06-01 | |
| Source Publication | BIOMETRIKA
 |
| ISSN | 0006-3444 |
| Volume | 106Issue:2Pages:453-464 |
| Abstract | 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. |
| Keyword | Densest packing Gaussian process model Separation distance Space-filling design |
| DOI | 10.1093/biomet/asy069 |
| Indexed By | SCI |
| Language | 英语 |
| Funding Project | 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 Research Area | Life Sciences & Biomedicine - Other Topics ; Mathematical & Computational Biology ; Mathematics |
| WOS Subject | Biology ; Mathematical & Computational Biology ; Statistics & Probability |
| WOS ID | WOS:000493046200013 |
| Publisher | OXFORD UNIV PRESS |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.amss.ac.cn/handle/2S8OKBNM/50607 |
| Collection | 应用数学研究所 |
| Corresponding Author | He, Xu |
| Affiliation | Chinese 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. |
| Files in This Item: | There are no files associated with this item. | |||||
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