%0 Journal Article
%A Pardo Llorente, Julio Ángel
%A Pardo Llorente, María del Carmen
%T Selecting and checking a binomial response generalized linear model using phi-divergences
%D 2009
%@ 0378-3758
%U https://hdl.handle.net/20.500.14352/42418
%X 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.
%~