D-Efficient Composite-type Second Order Designs via Computer Search

被引:0
|
作者
Dey, Aloke [1 ]
Sarkar, Deepayan [1 ]
机构
[1] Indian Stat Inst, New Delhi 110016, India
来源
STATISTICS AND APPLICATIONS | 2019年 / 17卷 / 01期
关键词
Response surface designs; Random search; D-efficiency;
D O I
暂无
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
Using computer search algorithms, second order designs of composite type over a k-cube [-1, l](k) are obtained, where k is the number of factors. The advantages of the proposed approach are that (i) it is possible to obtain designs with higher D-efficiencies than a comparable orthogonal array composite design (OACD), and (ii) designs with fewer points than those required by an OACD and having comparable D-efficiencies can be obtained.
引用
收藏
页码:33 / 40
页数:8
相关论文
共 50 条
  • [1] D-efficient window experimental designs
    Bogacka, B.
    Johnson, P.
    Jones, B.
    Volkov, O.
    [J]. JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2008, 138 (01) : 160 - 168
  • [2] Searching for D-Efficient Equivalent-Estimation Second-Order Split-Plot Designs
    Nam-Ky Nguyen
    Tung-Dinh Pham
    [J]. JOURNAL OF QUALITY TECHNOLOGY, 2015, 47 (01) : 54 - 65
  • [3] D-Optimal and D-Efficient Equivalent-Estimation Second-Order Split-Plot Designs
    Macharia, Harrison
    Goos, Peter
    [J]. JOURNAL OF QUALITY TECHNOLOGY, 2010, 42 (04) : 358 - 372
  • [4] An Algorithm for Finding D-Efficient Equivalent-Estimation Second-Order Split-Plot Designs
    Jones, Bradley
    Goos, Peter
    [J]. JOURNAL OF QUALITY TECHNOLOGY, 2012, 44 (04) : 363 - 374
  • [5] Hybrid algorithms for construction of D-efficient designs
    Ali, AA
    Jansson, M
    [J]. COMPSTAT 2004: PROCEEDINGS IN COMPUTATIONAL STATISTICS, 2004, : 37 - 48
  • [6] D-efficient Bayesian designs for a class of nonlinear models
    Melas V.B.
    Staroselskiy Y.M.
    [J]. Journal of Statistical Theory and Practice, 2008, 2 (4) : 569 - 587
  • [7] HIGHLY D-EFFICIENT WEIGHING DESIGNS FOR AN EVEN NUMBER OF OBJECTS
    Ceranka, Bronislaw
    Graczyk, Malgorzata
    [J]. REVSTAT-STATISTICAL JOURNAL, 2018, 16 (04) : 475 - 486
  • [8] D-efficient window designs for non-linear models
    Bogacka, B.
    Volkov, O.
    Johnson, P. J.
    Jones, B.
    [J]. PROCEEDINGS OF THE ITI 2007 29TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY INTERFACES, 2007, : 13 - +
  • [9] ON HIGHLY D-EFFICIENT DESIGNS WITH NON-NEGATIVELY CORRELATED OBSERVATIONS
    Katulska, Krystyna
    Smaga, Lukasz
    [J]. REVSTAT-STATISTICAL JOURNAL, 2017, 15 (03) : 443 - 453
  • [10] D-efficient or deficient? A robustness analysis of stated choice experimental designs
    Walker, Joan L.
    Wang, Yanqiao
    Thorhauge, Mikkel
    Ben-Akiva, Moshe
    [J]. THEORY AND DECISION, 2018, 84 (02) : 215 - 238