Effect of a priori distributions in Bayesian D-optimal designs for a correlated non-linear model

In practice, complications can arise when constructing optimal designs for non-linear regression models. One of the major problems is when the observations are correlated, since they are taken from the same individual, object or experimental unit. When using the D-optimality criterion, it depends bo...

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Detalhes bibliográficos

Main Authors:	Mosquera Benítez, Juan Carlos, López Rios, Victor Ignacio
Formato:	Online
Idioma:	spa
Publicado em:	Universidad Pedagógica y Tecnológica de Colombia 2019
Assuntos:	Diseño D-óptimo, Modelos no lineales, Estructura de correlación, Matriz de Información de Fisher, Distribuciones a priori D-optimal design, non-linear models, correlation structure, Fisher Information Matrix, a priori distributions
Acesso em linha:	https://revistas.uptc.edu.co/index.php/ciencia_en_desarrollo/article/view/9504