Small response-surface designs

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

Research output: Contribution to journalArticle

118 Citations (Scopus)

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

Fingerprint

Response Surface Design
Composite
Response Surface
Composite materials
Alternatives
Term
Estimate
Design
Model

All Science Journal Classification (ASJC) codes

  • Statistics and Probability
  • Modeling and Simulation
  • Applied Mathematics

Cite this

Draper, Norman R. ; Lin, D. K.J. / Small response-surface designs. In: Technometrics. 1990 ; Vol. 32, No. 2. pp. 187-194.
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Small response-surface designs. / Draper, Norman R.; Lin, D. K.J.

In: Technometrics, Vol. 32, No. 2, 05.1990, p. 187-194.

Research output: Contribution to journalArticle

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