Título
An extension of generalized linear models
Autor
EDUARDO GUTIERREZ GONZALEZ
ANA LAURA REYES OLVERA
Nivel de Acceso
Acceso Abierto
Materias
Generalized linear model - ([European Journal of Scientific Research (1450-216X) vol. 61(3) (2011)]) Link function - ([European Journal of Scientific Research (1450-216X) vol. 61(3) (2011)]) AIC - ([European Journal of Scientific Research (1450-216X) vol. 61(3) (2011)]) Bernoulli distribution - ([European Journal of Scientific Research (1450-216X) vol. 61(3) (2011)]) CIENCIAS SOCIALES - (CTI)
Resumen o descripción
"In this paper, a general model is proposed to extend generalized linear models to non monotonic link functions. In order to determine the best model, different link function families are analysed, and through AIC, the best model is chosen. Moreover, using asymptotic properties of maximum likelihood estimates are calculated with confidence intervals and hypothesis tests for each of the parameters. Lastly, one example of regression extension is proposed for the bernoulli distribution applied to in vitro germination of leucocoryne coquimbensis seeds."
Editor
Scientific Research Platform
Fecha de publicación
2011
Tipo de publicación
Artículo
Recurso de información
Formato
application/pdf
Fuente
European Journal of Scientific Research (1450-216X) vol. 61(3) (2011)
Idioma
Inglés
Repositorio Orígen
REPOSITORIO UPIICSA IPN
Descargas
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