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We consider optimal designs for the Kiefer cirteria, which include theE-criterion as a particular case, and the G-criterion in random coefficientsregression (RCR) models. We obtain general the Kiefer criteria for approximatedesigns and prove the equivalence of the E-criteria in the fixed effects andRCR models. We discuss in detail the G-criterion for ordinary linear regressionon specific design regions.

Various Optimality Criteria for the Prediction of Individual Response Curves