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D-efficient window experimental designs
Authors:B. Bogacka  P. Johnson  B. Jones  O. Volkov
Affiliation:1. School of Mathematical Sciences, Queen Mary, University of London, UK;2. Pfizer Limited, Sandwich Laboratories, UK
Abstract:In the paper we present a new method of calculating sampling intervals, so-called windows, allowing an experimenter some flexibility in timing the sample collection, while a minimum required design efficiency for parameter estimation is assured. The method is based on the Equivalence Theorem for D-optimality what makes the length of each window related to the parameter sensitivities. An example of calculating the windows in a pharmacokinetic study is presented. Some other methods of calculating efficient sampling windows are briefly discussed.
Keywords:Non-linear models   D-optimum design   The Equivalence Theorem
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