Construction of nearly orthogonal Latin hypercube designs

Construction of nearly orthogonal Latin hypercube designs

The Latin hypercube design (LHD) is a popular choice of experimental design when computer simulation is used to study a physical process. In this paper, we propose some methods for constructing nearly orthogonal Latin hypercube designs (NOLHDs) with 2, 4, 8, 12, 16, 20 and 24 factors having flexible...

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Veröffentlicht in:Metrika 2015-01, Vol.78 (1), p.45-57
Hauptverfasser: Efthimiou, Ifigenia, Georgiou, Stelios D., Liu, Min-Qian
Format: Artikel
Sprache:eng
Schlagworte:
Economic Theory/Quantitative Economics/Mathematical Methods
Mathematics and Statistics
Probability Theory and Stochastic Processes
Statistics
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Zusammenfassung:The Latin hypercube design (LHD) is a popular choice of experimental design when computer simulation is used to study a physical process. In this paper, we propose some methods for constructing nearly orthogonal Latin hypercube designs (NOLHDs) with 2, 4, 8, 12, 16, 20 and 24 factors having flexible run sizes. These designs can be very useful when orthogonal Latin hypercube designs (OLHDs) of the needed sizes do not exist.
ISSN:0026-1335
1435-926X
DOI:10.1007/s00184-014-0489-5