D-optimality andD
n
-optimal designs for mixtures regression models with logarithmic terms |
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Authors: | Weiyong Zhu Chenjiang Hu Huisen Chen |
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Institution: | (1) Northeast University of Technology, China;(2) Northern Illinois University, U.S.A. |
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Abstract: | In this paper the authors put forward a new mixtures regression models with Logarithmic terms14] to generalize Draper's models1, 2 or 6] by using Kiefer-Wolfowitz's equivalence theorem3], Fedorov's and Wynn's method5]. And we also suggest a method for computer-aided design of combinatorial search13].In this study, we have proved and constructed the approximateD-optimal (measure) andD
n
-optimal (exact) designs by the use of the first and second order mixtures regression models with logarithmic terms in three and four components.Projects Supported by the Science Fund of the Chinese Academy of Sciences. |
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