ABy Admin
May 08'23
Exercise
A company has purchased a policy that will compensate for the loss of revenue due to severe weather events. The policy pays 1000 for each severe weather event in a year after the first two such events in that year. The number of severe weather events per year has a Poisson distribution with mean 1.
Calculate the expected amount paid to this company in one year.
- 80
- 104
- 368
- 512
- 632
ABy Admin
May 08'23
Solution: B
The payment random variable is 1000([math]X[/math] – 2) if positive, where [math]X[/math] has a Poisson distribution with mean 1. The expected value is
[[math]]
\begin{align*}
1000 \sum_{x=3}^{\infty} (x-2) \frac{e^{-1}}{x!} &= 1000 \left( \sum_{x=0}^{\infty} (x-2) \frac{e^{-1}}{x!} - \sum_{x=0}^2 (x-2) \frac{e^{-1}}{x!}\right ) \\
&= 1000(1-2-[-2e^{-1}-e^{-1}]) \\
&= 1000(-1 + 3e^{-1}) \\
&= 104.
\end{align*}
[[/math]]
Note the first sum splits into the expected value of [math]X[/math], which is 1, and 2 times the sum of the probabilities (also 1).