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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