Resolvable partially pairwise balanced designs and their applications in computer experiments

Abstract

The uniform design is one of major designs in computer experiments. In this paper, we develop the connection among the computer experiments, uniform designs in statistics and resolvable partially pairwise balanced designs (RPPBDs) from design theory. A series of RPPBDs with special requirements are constructed and used to produce new uniform designs under the discrete discrepancy.