Small response-surface designs

Norman R. Draper, D. K.J. Lin

Research output: Contribution to journalArticle

121 Scopus citations

Abstract

Standard composite designs for fitting second-order response surfaces typically have a fairly large number of points, especially when k is large. In some circumstances, it is desirable to reduce the number of runs as much as possible while maintaining the ability to estimate all of the terms in the model. We first review prior work on small composite designs and then suggest some alternatives for k ≤ 10 factors. In some cases, even minimal-point designs are possible.

Original languageEnglish (US)
Pages (from-to)187-194
Number of pages8
JournalTechnometrics
Volume32
Issue number2
DOIs
StatePublished - May 1990

All Science Journal Classification (ASJC) codes

  • Statistics and Probability
  • Modeling and Simulation
  • Applied Mathematics

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