Canonical link function

The canonical link identifies the linear predictor with the exponential family's natural parameter: $g(\mu )=\theta$, where $\mu =b^{\prime }(\theta )$.

For a Poisson mean $\mu$, the natural parameter is $\theta =\log \mu$, so the canonical link is the logarithmic link $g(\mu )=\log \mu$.