Pardo Llorente, Julio Ángel and 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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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.
|Uncontrolled Keywords:||Generalized linear model; Binary data; -Divergence; Backward procedure; Diagnostics|
|Subjects:||Sciences > Mathematics > Mathematical statistics|
|Deposited On:||05 Dec 2012 10:36|
|Last Modified:||09 Jan 2013 19:17|
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