Overview
The simplest method to fit the Poisson Distribution to data is through the method of moments.
That is, the expected value of the number of counts is given by
{% \mathbb{E}[x] = \lambda %}
To fit the distribution to data is then to simply set {% \lambda %} to the average number of counts.