A systematic approach for the construction of definitive screening designs

Frederick Kin Hing Phoa, Dennis K.J. Lin

Research output: Contribution to journalArticlepeer-review

7 Scopus citations

Abstract

Definitive screening (DS) designs, first proposed by Jones and Nachtsheim (2011), have received much attention due to their good design properties and runsize economy. This paper investigates the structure of three-level DS designs and suggests a theoretically-driven approach to constructing DS designs for any number of run size. This construction method is computationally efficient and universal to designs with even or odd number of factors. Many constructed DS designs possess high (if not optimal) D-efficiencies, that are comparable to those found in the literature.

Original languageEnglish (US)
Pages (from-to)853-861
Number of pages9
JournalStatistica Sinica
Volume25
Issue number3
DOIs
StatePublished - Jul 2015

All Science Journal Classification (ASJC) codes

  • Statistics and Probability
  • Statistics, Probability and Uncertainty

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