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Erschienen in:
2001 | OriginalPaper | Buchkapitel
A Plot for Submodel Selection in Generalized Linear Models
verfasst von : Giovanni C. Porzio
Erschienen in: Advances in Classification and Data Analysis
Verlag: Springer Berlin Heidelberg
Enthalten in: Professional Book Archive
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In applied regression analysis, model selection criteria are usually used to identify a set of submodels for further study. In this paper, we present a method for a graphical comparison of models that helps in selecting among submodels. The method, based on comparisons of fitted functions projected on two-dimensional surfaces, is offered in a generalized linear models framework, and it is explored in the binomial regression case.