×

zbMATH — the first resource for mathematics

Nested Latin hypercube designs. (English) Zbl 1179.62103
Summary: We propose an approach to constructing nested Latin hypercube designs. Such designs are useful for conducting multiple computer experiments with different levels of accuracy. A nested Latin hypercube design with two layers is defined to be a special Latin hypercube design that contains a smaller Latin hypercube design as a subset. Our method is easy to implement and can accommodate any number of factors. We also extend this method to construct nested Latin hypercube designs with more than two layers. Illustrative examples are given. Some statistical properties of the constructed designs are derived.

MSC:
62K10 Statistical block designs
62K15 Factorial statistical designs
65C60 Computational problems in statistics (MSC2010)
05B15 Orthogonal arrays, Latin squares, Room squares
PDF BibTeX XML Cite
Full Text: DOI