Bootstrapping the differences of deviances of non‐nested generalized linear models is proposed for comparing the goodness‐of‐fit of such models. Two examples are used for illustration. Different parametrizations of a dose‐response model are compared in a carcinogenicity study as are multiplicative and additive models in an epidemiological example.
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Wahrendorf et al. (1987) studied this question.
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