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Scalable level-wise screening experiments using locating arrays.
- Source :
- Journal of Quality Technology; 2023, Vol. 55 Issue 5, p584-597, 14p
- Publication Year :
- 2023
-
Abstract
- Alternative design and analysis methods for screening experiments based on locating arrays are presented. The number of runs in a locating array grows logarithmically based on the number of factors, providing efficient methods for screening complex engineered systems, especially those with large numbers of categorical factors having different numbers of levels. Our analysis method focuses on levels of factors in the identification of important main effects and two-way interactions. We demonstrate the validity of our design and analysis methods on both well-studied and synthetic data sets and investigate both statistical and combinatorial properties of locating arrays that appear to be related to their screening capability. [ABSTRACT FROM AUTHOR]
- Subjects :
- IDENTIFICATION
EXPERIMENTAL design
Subjects
Details
- Language :
- English
- ISSN :
- 00224065
- Volume :
- 55
- Issue :
- 5
- Database :
- Complementary Index
- Journal :
- Journal of Quality Technology
- Publication Type :
- Academic Journal
- Accession number :
- 173533663
- Full Text :
- https://doi.org/10.1080/00224065.2023.2220973