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
  • [31] A note on k-circulant matrices with the generalized third-order Jacobsthal numbers
    Soykan, Yuksel
    Tasdemir, Erkan
    ADVANCED STUDIES-EURO-TBILISI MATHEMATICAL JOURNAL, 2024, 17 (04): : 81 - 101
  • [32] Moore-Penrose Inverses and Group Inverses of Block k-Circulant Matrices
    Chen Jianlong(Department of Mathematics and Mechanics
    数学季刊, 1996, (01) : 86 - 99
  • [33] SUPERSATURATED DESIGNS
    JACOBY, JE
    HARRISON, S
    OPERATIONS RESEARCH, 1961, 9 : B40 - B40
  • [34] Circulant weighing designs
    Arasu, KT
    Seberry, J
    JOURNAL OF COMBINATORIAL DESIGNS, 1996, 4 (06) : 439 - 447
  • [35] Large supersaturated designs
    Eskridge, KM
    Gilmour, SG
    Mead, R
    Butler, NA
    Travnicek, DA
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2004, 74 (07) : 525 - 542
  • [36] Modelling by supersaturated designs
    Georgiou, Stelios D.
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2008, 53 (02) : 428 - 435
  • [37] Supersaturated multistratum designs
    Lin, Chang-Yun
    JOURNAL OF QUALITY TECHNOLOGY, 2019, 51 (04) : 325 - 337
  • [38] Analysis of supersaturated designs
    Holcomb, DR
    Montgomery, DC
    Carlyle, WM
    JOURNAL OF QUALITY TECHNOLOGY, 2003, 35 (01) : 13 - 27
  • [39] Optimal Supersaturated Designs
    Jones, Bradley
    Majumdar, Dibyen
    JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2014, 109 (508) : 1592 - 1600
  • [40] Model-robust supersaturated and partially supersaturated designs
    Jones, Bradley A.
    Li, William
    Nachtsheim, Christopher J.
    Ye, Kenny Q.
    JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2009, 139 (01) : 45 - 53