Statistica Sinica 27 (2017), 171-186
Abstract: Literature reviews reveal that the research on the issue of constructing
efficient uniform designs has been very active in the last decade. In addition,
coding theory is widely used in the context of constructing good optimal designs.
The present paper explores the construction of highly efficient four-level uniform
designs via two transformations: a modified Gray map code and a mapping between
quaternary codes and the sequence of three binary codes. Efficiency is based on
uniformity measured by the centered L2- and wrap-around L2-discrepancies of the
four-level designs’ binary images. Some results related to the lower bounds of the
uniformity measures for such designs are also considered in this study.
Key words and phrases: Efficiency, lower bound, modified gray map, quaternary code, uniform design.