Yaping WangKLATASDS–MOE, School of Statistics, East China Normal University, Shanghai 200062, ChinaSixu LiuYau Mathematical Sciences Center, Tsinghua University, Beijing 100084, ChinaDennis K.J. LinDepartment of Statistics, Purdue University, West Lafayette, IN 47907, USA
Statistics Theory and Methodsmathscidoc:2204.33001
Statistics & Probability Letters, 181, 109267, 2022.2
Definitive screening designs (DSDs) are widely used for studying quantitative factors. However, DSDs constructed from different conference matrices are not equally good. We show DSDs using Paley’s conference matrices guarantee desirable performance (either optimal or near-optimal) under several important criteria.