You are not currently logged in.
Access JSTOR through your library or other institution:
Orthogonal Array-Based Latin Hypercubes
Journal of the American Statistical Association
Vol. 88, No. 424 (Dec., 1993), pp. 1392-1397
Stable URL: http://www.jstor.org/stable/2291282
Page Count: 6
You can always find the topics here!Topics: Experiment design, Uniformity, Statistics, Numerical integration, Matrices, Statistical theories, Mathematical expressions, Mathematical theorems
Were these topics helpful?See something inaccurate? Let us know!
Select the topics that are inaccurate.
Preview not available
In this article, we use orthogonal arrays (OA's) to construct Latin hypercubes. Besides preserving the univariate stratification properties of Latin hypercubes, these strength r OA-based Latin hypercubes also stratify each r-dimensional margin. Therefore, such OA-based Latin hypercubes provide more suitable designs for computer experiments and numerical integration than do general Latin hypercubes. We prove that when used for integration, the sampling scheme with OA-based Latin hypercubes offers a substantial improvement over Latin hypercube sampling.
Journal of the American Statistical Association © 1993 American Statistical Association