If the result of a robust Poisson model approaches borderline significance, consider performing a log-binomial regression as well, as the increased efficiency of the log-binomial model may increase the probability of detecting the effect with a given significance level.
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Comparing performance between log-binomial and robust Poisson regression models for estimating risk ratios under model misspecification.
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