Revision as of 13:46, 14 May 2023 by Admin (Created page with "For the workers’ compensation claims of a construction company you are given: #The annual number of claims follows the Poisson distribution with mean 20. #Claim sizes X fol...")
ABy Admin
May 14'23
Exercise
For the workers’ compensation claims of a construction company you are given:
- The annual number of claims follows the Poisson distribution with mean 20.
- Claim sizes X follow the lognormal distribution with [math]\mu = 4.2 [/math] and [math]\sigma = 1.1[/math] .
- The company retains the first 500 of each claim.
- Annual aggregate retained claims approximately follow the normal distribution.
- [math]\operatorname{E}[(X \wedge 500)^2] = 26189[/math]
Determine the 90th percentile of the aggregate distribution of retained claims.
- Less than 2900
- At least 2900, but less than 3100
- At least 3100, but less than 3300
- At least 3300, but less than 3500
- At least 3500
ABy Admin
May 14'23
Key: C
[[math]]
\operatorname{E}[ X \wedge 500 ] = \exp(4.2 + \frac{1.1^2}{2}) \Phi(0.73) + 500(1-\Phi(1.83)) = 110.5
[[/math]]
Let S denote the aggregate distribution of retained claims.
[[math]]
\begin{aligned}
&\operatorname{E}[ S ] = \operatorname{E}[ N ] \operatorname{E}[ X \wedge 500] = 20(110.5) = 2210 \\
&\operatorname{E}[ S ] = \operatorname{E}[ N ]\operatorname{E}[ X \wedge 500] + \operatorname{E}[ ( X \wedge 500)^ 2 )\operatorname{E}[ N ] = 20(26,189) = 523, 780
\end{aligned}
[[/math]]
The 90th percentile of [math]S[/math] is [math]2210 + 1.282 \sqrt{523,780} = 3137.82.[/math]