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A class of space‐filling designs with low‐dimensional stratification and column orthogonality.
- Source :
-
Canadian Journal of Statistics . Mar2024, Vol. 52 Issue 1, p310-326. 17p. - Publication Year :
- 2024
-
Abstract
- Strong orthogonal arrays are suitable designs for computer experiments because of stratification in low‐dimensional projections. However, strong orthogonal arrays may be very expensive for a moderate number of factors. In this article, we develop a method for constructing space‐filling designs with more economical run sizes. These designs are not only column‐orthogonal but also enjoy a large proportion of low‐dimensional stratification properties that strong orthogonal arrays ought to have. Moreover, a class of proposed designs can be 3‐orthogonal. In addition, some theoretical results on regular fractional factorial designs are obtained as a by‐product. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 03195724
- Volume :
- 52
- Issue :
- 1
- Database :
- Academic Search Index
- Journal :
- Canadian Journal of Statistics
- Publication Type :
- Academic Journal
- Accession number :
- 176037690
- Full Text :
- https://doi.org/10.1002/cjs.11761