Construction of multi-level supersaturated design via Kronecker product

Yukun Liu, Minqian Liu, Runchu Zhang

Research output: Contribution to journalArticlepeer-review

18 Scopus citations

Abstract

Supersaturated design is a kind of fractional factorial design in which the number of runs is not enough to estimate all the main effects. It has recently received much interest because of its potential in factor screening experiments. In this paper, we propose a method for constructing multi-level supersaturated design via Kronecker product. The resulting design has the good properties such as: its χ2 value can be computed exactly and the upper bound on the dependency among all design columns is under control. Illustrating examples followed by some detailed discussions are presented.

Original languageEnglish
Pages (from-to)2984-2992
Number of pages9
JournalJournal of Statistical Planning and Inference
Volume137
Issue number9
DOIs
StatePublished - 1 Sep 2007
Externally publishedYes

Keywords

  • Dependency
  • Kronecker product
  • Non-orthogonality
  • Orthogonal design
  • Supersaturated design

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