Published

2012-01-01

EL MODELO LOGÍSTICO MULTINOMIAL PARA EL CASO EN QUE LA VARIABLE DE RESPUESTA PUEDE ASUMIR UNO DE TRES NIVELES Y MODELOS RELACIONADOS

THE MULTINOMIAL LOGISTIC MODEL FOR THE CASE IN WHICH THE RESPONSE VARIABLE CAN ASSUME ONE OF THREE LEVELS AND RELATED MODELS

Keywords:

distribución binomial, logit multinomial, modelo logístico (es)
Binomial distribution, Logistic model, Multinomial logit (en)

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Authors

  • Humberto Llinás Universidad del Norte
  • Carlos Carreño Corporación Universitaria Americana
El objetivo de este trabajo es examinar los modelos de regresión logística multinomial cuando la variable de respuesta puede asumir tres niveles, generalizando un trabajo anterior con variables respuesta binarias. También describimos algunos modelos relacionados: los modelos nulo, completo y saturado. Para cada modelo, presentamos y demostramos teoremas relacionados con la estimación de los parámetros correspondientes con detalles que no fueron posibles encontrar en la literatura.
The aim of this work is to examine multinomial logistic models when the response variable can assume three levels, generalizing a previous work of logistic models with binary response variables. We also describe some related models: The null, complete, and saturated models. For each model, we present and prove some theorems concerning to the estimation of the corresponding parameters with details that we could not find in the current literature.

How to Cite

THE MULTINOMIAL LOGISTIC MODEL FOR THE CASE IN WHICH THE RESPONSE VARIABLE CAN ASSUME ONE OF THREE LEVELS AND RELATED MODELS. (2012). Revista Colombiana De Estadística, 35(1), 131-138. https://revistas.unal.edu.co/index.php/estad/article/view/30160

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Copyright (c) 2012 Revista Colombiana de Estadística

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