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Browsing by Author "Tangarife Quintero, Jenny Andrea"

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  • Eliciting an a priori distribution for a logistic model

    Institución: Universidad Santo Tomás

    Revista: Comunicaciones en Estadística

    Autores: Tangarife Quintero, Jenny Andrea; Correa Morales, Juan Carlos

    Fecha de publicación en la Revista: 2017-12-23

    Fecha de cosecha en Ciencia Nacional: 2024-08-12

    In many situations it is useful to quantify subjective information that one or more experts know about a topic of interest, therefore, an important part of Bayesian statistics is building elicitation methods for finding probability distributions. In order to contribute to the development in this field, a methodology was developed to elicit the parameters of the logistic regression with a single covariate. The proposed method requires to determite the levels of the covarible, at each level a binomial distribution is assumed and the parameter of interest is elicited by using the indirect method hypothetical samples.  
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