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Some new third order designs robust to one missing observation

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  • Fareeha Rashid
  • Atif Akbar
  • Zahra Zafar

Abstract

In real experimentation, we often face situations where observations are lost, ignored or unavailable due to some accident or high cost experiments. Missing observations can make the results of a response surface experiment quite misleading. Therefore minimaxloss designs for Augmented Box-Behnken Designs (ABBDs) and Augmented Fractional Box-Behnken Designs (AFBBDs) are formulated under a minimaxloss criterion. These minimaxloss designs are considered to be robust to one missing observation and the investigation has been made in this article. Then G-efficiencies and Relative D-efficiencies of minimaxloss ABBDs and AFBBDs have been discussed.

Suggested Citation

  • Fareeha Rashid & Atif Akbar & Zahra Zafar, 2019. "Some new third order designs robust to one missing observation," Communications in Statistics - Theory and Methods, Taylor & Francis Journals, vol. 48(24), pages 6054-6062, December.
    • Handle: RePEc:taf:lstaxx:v:48:y:2019:i:24:p:6054-6062
    DOI: 10.1080/03610926.2018.1528362
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