A lower bound for the centered L2-discrepancy on asymmetric factorials and its application

被引:21
作者
Chatterjee, Kashinath
Fang, Kai-Tai
Qin, Hong [1 ]
机构
[1] Cent China Normal Univ, Dept Stat, Wuhan 430079, Peoples R China
[2] Visva Bharati Univ, Dept Stat, Santini Ketan, W Bengal, India
[3] Hong Kong Baptist Univ, Dept Math, Hong Kong, Hong Kong, Peoples R China
关键词
asymmetric factorial; centered L-2-discrepancy; uniformity; uniform design;
D O I
10.1007/s00184-005-0015-x
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 [统计学]; 070103 [概率论与数理统计]; 0714 [统计学];
摘要
The role of uniformity measured by the centered L-2-discrepancy (Hickernell 1998a) has been studied in fractional factorial designs. The issue of a lower bound for the centered L-2-discrepancy is crucial in the construction of uniform designs. Fang and Mukerjee (2000) and Fang et al. (2002, 2003b) derived lower bounds for fractions of two- and three-level factorials. In this paper we report some new lower bounds for the centered L2-discrepancy for a set of asymmetric fraction factorials. Using these lower bounds helps to measure uniformity of a given design. In addition, as an application of these lower bounds, we propose a method to construct uniform designs or nearly uniform designs with asymmetric factorials.
引用
收藏
页码:243 / 255
页数:13
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