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Some new augmented fractional Box–Behnken designs

Author

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  • Fareeha Rashid
  • Muhammad Akram
  • Atif Akbar
  • Anum Javed

Abstract

The augmented Box–Behnken designs are used in the situations in which Box–Behnken designs (BBDs) could not estimate the response surface model due to the presence of third-order terms in the response surface models. These designs are too large for experimental use. Usually experimenters prefer small response surface designs in order to save time, cost, and resources; therefore, using combinations of fractional BBD points, factorial design points, axial design points, and complementary design points, we augment these designs and develop new third-order response surface designs known as augmented fractional BBDs (AFBBDs). These AFBBDs have less design points and are more efficient than augmented BBDs.

Suggested Citation

  • Fareeha Rashid & Muhammad Akram & Atif Akbar & Anum Javed, 2017. "Some new augmented fractional Box–Behnken designs," Communications in Statistics - Theory and Methods, Taylor & Francis Journals, vol. 46(4), pages 2007-2012, February.
    • Handle: RePEc:taf:lstaxx:v:46:y:2017:i:4:p:2007-2012
    DOI: 10.1080/03610926.2015.1032423
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