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
收藏
页码:32 / 43
页数:12
相关论文
共 50 条
  • [41] A graphical comparison of supersaturated designs
    Balkin, SD
    Lin, DKJ
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 1998, 27 (06) : 1289 - 1303
  • [42] Mixed level supersaturated designs
    Wang, JC
    AMERICAN STATISTICAL ASSOCIATION - 1996 PROCEEDINGS OF THE SECTION ON QUALITY AND PRODUCTIVITY, 1996, : 120 - 124
  • [43] A NEW CLASS OF SUPERSATURATED DESIGNS
    LIN, DKJ
    TECHNOMETRICS, 1993, 35 (01) : 28 - 31
  • [44] Supersaturated designs with less β-aberration
    Daraz, Umer
    Chen, E.
    Tang, Yu
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2024, 53 (09) : 3235 - 3245
  • [45] A method for analyzing supersaturated designs
    Koukouvinos, C
    Stylianou, S
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2005, 34 (04) : 929 - 937
  • [46] Data analysis in supersaturated designs
    Li, RZ
    Lin, DKJ
    STATISTICS & PROBABILITY LETTERS, 2002, 59 (02) : 135 - 144
  • [47] Supersaturated Latin hypercube designs
    Butler, NA
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2005, 34 (02) : 417 - 428
  • [48] A method for augmenting supersaturated designs
    Zhang, Qiao-Zhen
    Dai, Hong-Sheng
    Liu, Min-Qian
    Wang, Ya
    JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2019, 199 : 207 - 218
  • [49] Searching for Powerful Supersaturated Designs
    Weese, Maria L.
    Smucker, Byran J.
    Edwards, David J.
    JOURNAL OF QUALITY TECHNOLOGY, 2015, 47 (01) : 66 - 82
  • [50] SOME SYSTEMATIC SUPERSATURATED DESIGNS
    BOOTH, KHV
    COX, DR
    TECHNOMETRICS, 1962, 4 (04) : 489 - &