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The interplay of optimality and combinatorics in experimental design
Authors:Jack C Kiefer
Abstract:The design of statistical experiments, as developed by R. A. Fisher and his followers, often used combinatorial structures that yielded simple calculation of estimates and/or symmetric variances and covariances. Examples are block designs with balance, regression experiments with equally spaced observations, etc. More recently, considerations of optimality (choosing a design that achieves most accurate inference in some sense) have sometimes justified the traditional designs, but have sometimes led to new combinatorial investigations. Illustrations are given.
Keywords:Optimal designs  combinatorial designs  weighing designs  incomplete block designs
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