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Abstract:
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The presentation develops approaches to compute tolerance limits under Poisson regression models. The computational approach uses an approximation based on estimating the tolerance limits from the confidence limits. For the Poisson regression the following approaches to compute confidence limits will be considered: the delta method, the profile likelihood approach, and a small sample approximation to the profile likelihood. Real data sets are used for illustration for these examples.
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