A class of space-filling designs and their projection properties

Publication date: October 2018Source: Statistics & Probability Letters, Volume 141Author(s): Weiyan Mu, Shifeng XiongAbstractThis paper introduces a class of transformation-based metrics, and uses them to construct maximin-type, minimax-type, and ϕp-type designs. The proposed designs include many distance-based designs as special cases. Theoretical and numerical results are presented to show the relationship between projection properties of such a design and the transformation used in it.

Source: Statistics and Probability Letters - July 10, 2018 Category: Statistics Source Type: research