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arxiv: math/0603082 · v1 · submitted 2006-03-03 · 🧮 math.ST · stat.TH

Majorization framework for balanced lattice designs

classification 🧮 math.ST stat.TH
keywords designsmajorizationbalancedclassicalcriteriaframeworklatticeaberration
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This paper aims to generalize and unify classical criteria for comparisons of balanced lattice designs, including fractional factorial designs, supersaturated designs and uniform designs. We present a general majorization framework for assessing designs, which includes a stringent criterion of majorization via pairwise coincidences and flexible surrogates via convex functions. Classical orthogonality, aberration and uniformity criteria are unified by choosing combinatorial and exponential kernels. A construction method is also sketched out.

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