Outlier robust draper and lin designs
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Date
2011
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Abstract
Design robustness to a single outlier is studied for Draper 1990 designs by introducing and
applying minimax outlier effect criterion. The criterion uses outlying effect of design points and
attempts to minimizes the maximum outlying effect for a design point to have design with almost
equal outlying effects and the design is adjusted for maximum outlying effect. Resultant outlier robust Draper & Lin designs have been exhibited as more compact, so less resource intensive,as compare to the other existing equivalent designs.
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Keywords
Draper & Lin designs, Minimax Effect Criterion, Outlier, Outlier Robust Designs, Robust Designs
Citation
Pakistan Journal of Statistics and Operation Research 7(1), 87-99 , 2011