One of the most important problems in regression modeling is the comparison between nested models. Many methods, both graphical and numerical, are available for this particular problem. One method that makes use of a dynamic graphical display for linear models was proposed by Cook and Weisberg [Technometrics 31 (1989) 277-311] and is called an ARES plot, an acronym for 'Adding REgressors Smoothly'. In this paper, a methodology is presented to extend the idea from linear models to generalized linear models.
- Dynamic graphics