Complete Enumeration of Two-Level Orthogonal Arrays of Strength d with d+2 Constraints

Citation
Stufken, John et Tang, Boxin, Complete Enumeration of Two-Level Orthogonal Arrays of Strength d with d+2 Constraints, Annals of statistics , 35(2), 2007, pp. 793-814
Journal title
ISSN journal
00905364
Volume
35
Issue
2
Year of publication
2007
Pages
793 - 814
Database
ACNP
SICI code
Abstract
Enumerating nonisomorphic orthogonal arrays is an important, yet very difficult, problem. Although orthogonal arrays with a specified set of parameters have been enumerated in a number of cases, general results are extremely rare. In this paper, we provide a complete solution to enumerating nonisomorphic two-level orthogonal arrays of strength d with d+2 constraints for any d and any run size $n=\lambda 2^{d}$. Our results not only give the number of nonisomorphic orthogonal arrays for given d and n, but also provide a systematic way of explicitly constructing these arrays. Our approach to the problem is to make use of the recently developed theory of J-characteristics for fractional factorial designs. Besides the general theoretical results, the paper presents some results from applications of the theory to orthogonal arrays of strength two, three and four.