k-circulant supersaturated designs

被引:51
|
作者
Liu, YF [1 ]
Dean, A [1 ]
机构
[1] Ohio State Univ, Dept Stat, Columbus, OH 43210 USA
关键词
cyclic generator; D optimality; Es-2; optimality; factor sparsity; interactions; projection efficiency; screening;
D O I
10.1198/004017004000000095
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
A class of supersaturated designs called k-circulant designs is explored. These designs are constructed from cyclic generators by cycling k elements at a time. The class of designs includes many Es-2-optimal designs, some of which are already known and some of which are more efficient than known designs for model estimation under factor sparsity. Generators for the most efficient designs are listed, and projection properties of some of the designs are explored. We also illustrate that some k-circulant supersaturated designs can be augmented with interaction columns to produce efficient designs for a larger number of factors or for estimating interactions.
引用
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页码:32 / 43
页数:12
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