Two-level minimum aberration designs in N =2 (mod 4) runs |
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Authors: | S. Huda Rahul Mukerjee |
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Affiliation: | 1. Department of Statistics, Faculty of Science, Kuwait University, P.O. Box-5969, Safat-13060, Kuwait;2. Indian Institute of Management Calcutta, Kolkata 700 104, India |
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Abstract: | For two-level factorials, we consider designs in N=2 (mod 4) runs as obtained by adding two runs, with a certain coincidence pattern, to an orthogonal array of strength two. These designs are known to be optimal main effect plans in a very broad sense in the absence of interactions. Among them, we explore the ones having minimum aberration, with a view to ensuring maximum model robustness even when interactions are possibly present. This is done by sequentially minimizing a measure of the bias caused by interactions of successively higher orders. |
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Keywords: | Bias Effect hierarchy Hadamard matrix Nonorthogonality Orthogonal array |
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