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Designing experiments with respect to ‘standardized’ optimality criteria. (English) Zbl 0884.62081

Summary: We introduce a new class of ‘standardized’ optimality criteria which depend on ‘standardized’ covariances of the least squares estimators and provide an alternative to the commonly used criteria in design theory. Besides a nice statistical interpretation the new criteria satisfy an extremely useful invariance property which allows an easy calculation of optimal designs on many linearly transformed design spaces.

MSC:

62K05 Optimal statistical designs
62J05 Linear regression; mixed models