Biblioteca de la Universidad Complutense de Madrid

Selecting and checking a binomial response generalized linear model using phi-divergences

Impacto

Pardo Llorente, Julio Ángel y Pardo Llorente, María del Carmen (2009) Selecting and checking a binomial response generalized linear model using phi-divergences. Journal of Statistical Planning and Inference , 139 (9). pp. 3038-3049. ISSN 0378-3758

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URL Oficial: http://www.sciencedirect.com/science/article/pii/S0378375809000378




Resumen

This work introduces specific tools based on phi-divergences to select and check generalized linear models with binary data. A backward selection criterion that helps to reduce the number of explanatory variables is considered. Diagnostic methods based on divergence measures such as a new measure to detect leverage points and two indicators to detect influential points are introduced. As an illustration, the diagnostics are applied to human psychology data.


Tipo de documento:Artículo
Palabras clave:Generalized linear model; Binary data; -Divergence; Backward procedure; Diagnostics
Materias:Ciencias > Matemáticas > Estadística matemática
Código ID:17316
Depositado:05 Dic 2012 09:36
Última Modificación:07 Feb 2014 09:45

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