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- W4238293864 abstract "In the context of log-linear models, this chapter expresses that examining the magnitudes of the possible interactions using a cobweb diagram to provide a pictorial guide to the magnitudes of two-variable interactions and studying the magnitudes of the parameters in the saturated model to gain an idea of which other interactions may be relevant. When there are just three variables, model selection is straightforward, since there are at most nine models to consider. The saturated model is of course the only model that perfectly describes the data. As the number of variables increases, so the number of possible models rises rapidly. The number is restricted by the need to include the all-factor interaction in every model. This restriction occurs automatically with logistic models and ensures that any lack of fit represents the model's inability to describe the relations between the response variables and the factors." @default.
- W4238293864 created "2022-05-12" @default.
- W4238293864 date "2016-11-16" @default.
- W4238293864 modified "2023-09-24" @default.
- W4238293864 title "Model Selection for Log-Linear Models" @default.
- W4238293864 cites W1493790738 @default.
- W4238293864 doi "https://doi.org/10.1002/9781119450382.ch14" @default.
- W4238293864 hasPublicationYear "2016" @default.
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