Open Access
Translator Disclaimer
February 2006 Doubling and projection: A method of constructing two-level designs of resolution IV
Hegang H. Chen, Ching-Shui Cheng
Ann. Statist. 34(1): 546-558 (February 2006). DOI: 10.1214/009053605000000813

Abstract

Given a two-level regular fractional factorial design of resolution IV, the method of doubling produces another design of resolution IV which doubles both the run size and the number of factors of the initial design. On the other hand, the projection of a design of resolution IV onto a subset of factors is of resolution IV or higher. Recent work in the literature of projective geometry essentially determines the structures of all regular designs of resolution IV with nN/4+1 in terms of doubling and projection, where N is the run size and n is the number of factors. These results imply that, for instance, all regular designs of resolution IV with 5N/16<nN/2 must be projections of the regular design of resolution IV with N/2 factors. We show that, for 9N/32≤n≤5N/16, all minimum aberration designs are projections of the design with 5N/16 factors which is constructed by repeatedly doubling the 25−1 design defined by I=ABCDE. To prove this result, we also derive some properties of doubling, including an identity that relates the wordlength pattern of a design to that of its double and a result that does the same for the alias patterns of two-factor interactions.

Citation

Download Citation

Hegang H. Chen. Ching-Shui Cheng. "Doubling and projection: A method of constructing two-level designs of resolution IV." Ann. Statist. 34 (1) 546 - 558, February 2006. https://doi.org/10.1214/009053605000000813

Information

Published: February 2006
First available in Project Euclid: 2 May 2006

zbMATH: 1091.62063
MathSciNet: MR2275253
Digital Object Identifier: 10.1214/009053605000000813

Subjects:
Primary: 62K15

Keywords: Maximal design , minimum aberration , orthogonal array , wordlength pattern

Rights: Copyright © 2006 Institute of Mathematical Statistics

JOURNAL ARTICLE
13 PAGES


SHARE
Vol.34 • No. 1 • February 2006
Back to Top