Invalid parameter values will return an error detailing which parameter is problematic.
Details
The Poisson distribution with rate parameter \(\lambda\)
has probability mass function :
$$Pr(X = k) = \frac{\lambda^k \textrm{e}^{-\lambda}}{k!}$$
for \(k = 0, 1, 2, \dots\), and \(\lambda > 0\)