A Note on Optimal Bounded Designs
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An equivalence theorem is formulated to characterize optimal designs with general prespecified direct constraints on the design intensity. As an application locally optimal designs are obtained with bounded intensity for the logistic regression model. Moreover, it is shown that, for additive models, optimal marginally bounded designs can be generated from their optimal counterparts in the corresponding marginal models.
Keywordsconstrained design equivalence theorem optimal design logistic regression bounded design intensity additive model marginal design
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