Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
1149692 | Journal of Statistical Planning and Inference | 2009 | 11 Pages |
Abstract
Latin hypercube designs is a class of experimental designs that is important when computer simulations are needed to study a physical process. In this paper, we proposed some general criteria for evaluating Latin hypercube designs through their alias matrices. Moreover, a general method is proposed for constructing orthogonal Latin hypercube designs. In particular, links between orthogonal designs (ODs), generalized orthogonal designs (GODs) and orthogonal Latin hypercube designs are established. The generated Latin hypercube designs have some favorable properties such as uniformity, orthogonality of the first and some second order terms, and optimality under the defined criteria.
Related Topics
Physical Sciences and Engineering
Mathematics
Applied Mathematics
Authors
Stelios D. Georgiou,