A Method of Constructing Space-Filling Orthogonal Designs

• 成果类型: Article
• 署名作者: Sun, Fasheng; Tang, Boxin
• 署名单位: Northeast Normal University - China; Northeast Normal University - China; Simon Fraser University
• 刊物名称: JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
• ISSN/ISSBN: 0162-1459
• DOI: 10.1080/01621459.2016.1159211
• 发表日期: 2017
• 页码: 683-689
• 关键词: latin hypercube designs; computer experiments; arrays

摘要

This article presents a method of constructing a rich class of orthogonal designs that include orthogonal Latin hypercubes as special, cases. Two prominent features of the method are its simplicity and generality. In addition to orthogonality, the resulting designs enjoy some attractive space-filling properties, making them very suitable for computer experiments.