Construction of orthogonal Latin hypercube designs

成果类型:
Article
署名作者:
Sun, Fasheng; Liu, Min-Qian; Lin, Dennis K. J.
署名单位:
Nankai University; Pennsylvania Commonwealth System of Higher Education (PCSHE); Pennsylvania State University; Pennsylvania State University - University Park
刊物名称:
BIOMETRIKA
ISSN/ISSBN:
0006-3444
DOI:
10.1093/biomet/asp058
发表日期:
2009
页码:
971974
关键词:
摘要:
Latin hypercube designs have found wide application. Such designs guarantee uniform samples for the marginal distribution of each input variable. We propose a method for constructing orthogonal Latin hypercube designs in which all the linear terms are orthogonal not only to each other, but also to the quadratic terms. This construction method is convenient and flexible, and the resulting designs can accommodate many more factors than can existing ones.
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