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This paper describes an attempt to derive a new methodology to determine the significance of effects estimated from a screening design, starting from the algorithm of Dong but overcoming its drawbacks. Especially in situations where effect sparsity does not occur and the number of significant effects approaches 50%, the currently often applied algorithm of Dong leads to many important effects incorrectly...
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