Bootstrap Comparison of Non‐Nested Generalized Linear Models: Applications in Survival Analysis and Epidemiology

Jürgen Wahrendorf, Heiko Becher and Charles C. Brown

Journal of the Royal Statistical Society Series C, 1987, vol. 36, issue 1, 72-81

Abstract: 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.

Date: 1987
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