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• W5338857 abstract "Optimal experimental design procedures, utilizing criteria such as D-optimality, are useful for producing designs for quantitative responses, often under nonstandard conditions such as constrained design spaces. However, these methods require a priori knowledge of the exact form of the response function, an often unrealistic assumption. Model-robust designs are those that, from our perspective, are efficient with respect to a set of possible models. In this paper, we develop a model-robust technique motivated by a connection to multiresponse D-optimal design. This link spawns a generalization of the modified Fedorov exchange algorithm, which is then used to construct exact model-robust designs. We also study the effectiveness of designs robust for a small set of models compared with designs that account for much larger sets. We give several examples and compare our designs with two model-robust procedures in the literature." @default.
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• W5338857 date "2011-01-01" @default.
• W5338857 modified "2023-10-16" @default.
• W5338857 title "Exchange Algorithms for Constructing Model-Robust Experimental Designs" @default.
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• W5338857 doi "https://doi.org/10.1080/00224065.2011.11917843" @default.
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