A computer tool for a minimax criterion in binary response and heteroscedastic simple linear regression models

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• 作者：V. Casero-Alonso^a ; ^{victormanuel.casero@uclm.es} ; J. Ló ; pez-Fidalgo^a ; B. Torsney^b
• 关键词：Applet ; c-optimality ; Equivalence theorem ; Equal variance optimality ; Fisher information matrix ; Optimal design
• 刊名：Computer Methods and Programs in Biomedicine
• 出版年：2017
• 出版时间：January 2017
• 年：2017
• 卷：138
• 期：Complete
• 页码：105-115
• 全文大小：1258 K
• 卷排序：138

文摘

A user-friendly applet to compute MV-optimal designs is provided. The applet is applied to binary response and weighted linear regression models, for several standard weight functions. The methodology for obtaining MV-optimal designs in a general compact interval design space is given. Optimal designs for one binary model are also optimal for the corresponding weighted linear regression model. Illustrative examples shows a representation of MV-optimal designs in the plane defined by the extremes of the design space.