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指標函數之簡介

An Introduction to Indicator Function

摘要


本徧文章回顧近來針對非正規設計所發展一強而有力的工具—指標函數(indicator function)。就像在正規設計中的定義對比子群的角色,指標函數態定義出設計矩陣,瞭解模型中效應別名的型態,進而態訂定評斷設計的凖則,找出最佳設計。文章就此分章斷節,並籍由與定義對比子群在正規設計上的角色互相對照,來一介紹指標函數的定義、性質以及在實驗設計上的應用。

並列摘要


This article reviews a powerful tool for nonregular designs-indicator function. It plays a similar role like defining contrast subgroup in regular designs. Through indicator function, we can define design matrix, derive aliasing relations, and develop criteria to find optimal designs on nonregular designs. In this article, with contrast to defining contrast subgroup, the definition, properties and applications of indicator function are introduced.

參考文獻


Cheng, S. W.,Li, W.,Ye, K. Q.(2004).Blocked Nonregular Two-level Factorial Designs.Technometrics.46,269-279.
Cheng, S. W.,Wu, C. F. J.(2002).Choice of Optimal Blocking Schemes in Two-level and Three-level Designs.Technometrics.44,269-277.
Cheng, S. W.,Ye, K. Q.(2004).Geometric Isomorphism and Minimun Aberration for Factorial Designs with Quantitative Factors.The Annals of Statistics.32,2168-2185.
Dean, A.,Voss, D.(1999).Design and Analysis of Experiments.New York:Spring-Verlag.
Deng, L. Y.,Tang, B.(1999).Generalized Resolution and Minimum Aberration Criteria for Plackett-Burman and Other Nonregular Factorial Designs.Statistica Sinica.9,1071-1082.

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