**4.1 Check for Independence assumption**

We assumed that the annual occurrences are independent of each other as with is the case with annual impact. We also assumed that the occurrences and impact are independent of each other. We can observe that the scatter plots 2,3 and 4 indicate that there is no serious violation of these assumptions (**Figures 2**-4).
