Say that $P$ is a Poisson pmf with parameter $\lambda$. I'm trying to compute $P(x=k, \lambda | x > 0)$ where $k > 0$.
Here's my approach:
$$ P(x=k, \lambda | x > 0) = \frac{P(x = k \,\& \,x > 0, \lambda)}{P(x > 0)}$$
But now I'm stuck on the numerator. How would I compute that?
$P(x=k \land x\gt 0)=P(x=k)$, since $k\gt0$.