Projective properties of certain orthogonal arrays

被引:76
作者
Box, G [1 ]
Tyssedal, J [1 ]
机构
[1] UNIV TRONDHEIM, DIV MATH SCI, N-7034 TRONDHEIM, NORWAY
关键词
design projectivity; design resolution; factor screening; fractional factorial design; orthogonal array; Plackett-Burman design;
D O I
10.1093/biomet/83.4.950
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
A question of importance in factor screening is when a two-level orthogonal design for a multifactor experiment can be projected into lower dimension, typically P=2 or 3. New results relate to the projectivity P of saturated designs in which n - 1 factors are tested in n runs. It is shown that: a design obtained by 'doubling' an n x n orthogonal array is always of projectivity P = 2; a two-level cyclic design is either a factorial array, and hence has P = 2, or it has P = 3; a two-level orthogonal design with 4m runs, in odd, has P = 3. In particular these results allow the designs derived by Plackett & Burman (1946) to be categorised in terms of these projective properties.
引用
收藏
页码:950 / 955
页数:6
相关论文
共 16 条
[1]   2K-P FRACTIONAL FACTORIAL DESIGNS .1. [J].
BOX, GE ;
HUNTER, JS .
TECHNOMETRICS, 1961, 3 (03) :311-&
[2]   AN ANALYSIS FOR UNREPLICATED FRACTIONAL FACTORIALS [J].
BOX, GEP ;
MEYER, RD .
TECHNOMETRICS, 1986, 28 (01) :11-18
[3]   DISPERSION EFFECTS FROM FRACTIONAL DESIGNS [J].
BOX, GEP ;
MEYER, RD .
TECHNOMETRICS, 1986, 28 (01) :19-27
[4]   ON THE EXPERIMENTAL ATTAINMENT OF OPTIMUM CONDITIONS [J].
BOX, GEP ;
WILSON, KB .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1951, 13 (01) :1-45
[5]   2K-P FRACTIONAL FACTORIAL DESIGNS .2. [J].
BOX, GEP ;
HUNTER, JS .
TECHNOMETRICS, 1961, 3 (04) :449-&
[6]   FINDING THE ACTIVE FACTORS IN FRACTIONATED SCREENING EXPERIMENTS [J].
BOX, GEP ;
MEYER, RD .
JOURNAL OF QUALITY TECHNOLOGY, 1993, 25 (02) :94-105
[7]  
BOX GEP, 1993, QUAL ENG, V5, P663
[8]  
BOX GEP, 1978, STATISTICS EXPT
[9]   SOME PROJECTION PROPERTIES OF ORTHOGONAL ARRAYS [J].
CHENG, CS .
ANNALS OF STATISTICS, 1995, 23 (04) :1223-1233
[10]  
FINNEY DJ, 1945, ANN EUGENIC, V12, P291