Poisson mean saturation at three distinct times (source code)

= Poisson mean saturation at three distinct times

For three distinct times, the columns $1,t,t^2$ 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.