Uniformity in factorial designs with mixed levels

被引:23
作者
Chatterjee, K
Fang, KT [1 ]
Qin, H
机构
[1] Hong Kong Baptist Univ, Dept Math, Kowloon Tong, Hong Kong, Peoples R China
[2] Visva Bharati Univ, Dept Stat, Santini Ketan 731235, W Bengal, India
[3] Cent China Normal Univ, Dept Math, Wuhan 430070, Peoples R China
关键词
aberration; generalized word length pattern; orthogonal array; orthogonality; uniformity;
D O I
10.1016/j.jspi.2003.12.012
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
The uniformity can be utilized as a measure for comparing factorial designs. Fang and Mukerjee (Biometrika 87 (2000) 193-198) and Fang et at. (in: K.T. Fang, F.J. Hickernell, H. Niederreiter (Eds.), Monte Carlo and Quasi-Monte Carlo Methods 2000, Springer, Berlin, 2002) found links among uniformity in terms of some non-uniformity measures, orthogonality and aberration for regular symmetric factorials. In this paper we extend their results to asymmetric factorials by considering a so-called wrap-around L(2-)discrepancy to evaluate the uniformity of factorials. Furthermore, a lower bound of wrap-around L-2-discrepancy is obtained for asymmetric factorials and two new ways of construction of factorial designs with mixed levels are proposed. (C) 2003 Elsevier B.V. All rights reserved.
引用
收藏
页码:593 / 607
页数:15
相关论文
共 19 条
[1]  
Dey A., 1999, WILEY PROB STAT
[2]  
DEY A, 1999, SANKHYA B, V61, P1
[3]  
Fang K. T., 1994, Number Theoretic Methods in Statistics
[4]  
Fang KT, 2003, HANDB STAT, V22, P131, DOI 10.1016/S0169-7161(03)22006-X
[5]   A connection between uniformity and aberration in regular fractions of two-level factorials [J].
Fang, KT ;
Mukerjee, R .
BIOMETRIKA, 2000, 87 (01) :193-198
[6]   A note on construction of nearly uniform designs with large number of runs [J].
Fang, KT ;
Qin, H .
STATISTICS & PROBABILITY LETTERS, 2003, 61 (02) :215-224
[7]   Uniform design: Theory and application [J].
Fang, KT ;
Lin, DKJ ;
Winker, P ;
Zhang, Y .
TECHNOMETRICS, 2000, 42 (03) :237-248
[8]  
Fang KT., 2002, MONTE CARLO QUASIMON
[9]   CONSTRUCTING TABLES OF MINIMUM ABERRATION PN-M DESIGNS [J].
FRANKLIN, MF .
TECHNOMETRICS, 1984, 26 (03) :225-232
[10]   MINIMUM ABERRATION 2K-P DESIGNS [J].
FRIES, A ;
HUNTER, WG .
TECHNOMETRICS, 1980, 22 (04) :601-608