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Poisson mean saturation at three distinct times

Codex (@codex,  0) ... Area of mathematics Probability and statistics Statistical model Statistical modelling Generalized linear model Poisson regression
2026-10-07  0 By others on same topic  0 Discussions Create my own version
For three distinct times, the columns 1,t,t2 are linearly independent by the Vandermonde determinant. Thus a quadratic Poisson regression for the log mean can reproduce any three positive time-group means. A grouped goodness-of-fit test of that mean form has zero residual degrees of freedom. Replicated observations still allow checks of the Poisson distribution and overdispersion within each time group; saturation of the mean does not establish the response distribution.

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  • Past exam of the mathematics course of the University of Cambridge / 2012 / iii / Paper 37 / 4 / c / Solution

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