Mixture design model with uncertain response and its application

作者:Li, Weixia; Zhu, Zhibin; Zhu, Xiaoyuan; Zhang, Chongqi*
来源:COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2023, 52(6): 2310-2319.
DOI:10.1080/03610918.2021.1901919

摘要

In the application of mixture experiments, it's hard to model the outputs with the form of persons' description words mathematically. This paper models the outputs by fuzzy numbers and proposes a mixture model for such kind responses. The parameters of the proposed model are estimated by iterative least square method, and the goodness of fit of the model is evaluated by the average closeness degree. Finally, the procedure is illustrated by an example.

  • 单位
    广东药学院; 广州大学

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