MLE for the scale of Gamma claim sizes
Insurance claim sizes (in thousands of dollars) are modeled as independent Gamma variables with a known shape and unknown scale , density
A batch of claims has total size (thousand dollars).
Derive the maximum likelihood estimator of the scale and compute it.