Some new three-level orthogonal main effects plans robust to model uncertainty

Pi Wen Tsai*, Steven G. Gilmour, Roger Mead

*此作品的通信作者

研究成果: 雜誌貢獻期刊論文同行評審

9 引文 斯高帕斯(Scopus)

摘要

In this paper, we list some new orthogonal main effects plans for three-level designs for 4, 5 and 6 factors in 18 runs and compare them with designs obtained from the existing L 18, orthogonal array. We show that these new designs have better projection properties and can provide better parameter estimates for a range of possible models. Additionally, we study designs in other smaller run-sizes when there are insufficient resources to perform an 18-run experiment. Plans for three-level designs for 4, 5 and 6 factors in 13 to 17 runs are given. We show that the best designs here are efficient and deserve strong consideration in many practical situations.

原文英語
頁(從 - 到)1075-1084
頁數10
期刊Statistica Sinica
14
發行號4
出版狀態已發佈 - 2004 十月

ASJC Scopus subject areas

  • 統計與概率
  • 統計、概率和不確定性

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