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Outlier Robust Designs

Ahmed F. Siddiqi

Abstract


Design robustness to a single outlier is studied for central composite designs by introducing minimax effect criterion. The criterion minimizes the maximum outlying effect to have design with almost equal outlying effects. Resultant outlier robust designs have been exhibited as more optimal, to the other existing equivalent designs.

Keywords


Central Composite Designs, Minimax Effect Criterion, Outlier Robust Designs, Outlier, Robust Designs

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