Exercise
You are doing a mortality study of insureds between ages 70 and 90 . Two specific lives contributed this data to the study:
Life | Age at Entry | Age at Exit | Cause of exit |
---|---|---|---|
1 | 70.0 | 90.0 | End of study |
2 | 70.0 | Between 89.0 and 90.0 | Death |
You assume mortality follows Gompertz law [math]\mu_{x}=B \times c^{x}[/math] and plan to use maximum likelihood estimation.
[math]L[/math] is the likelihood function associated with these two lives.
[math]L^{*}[/math] denotes the value of [math]L[/math] if the Gompertz parameters are [math]B=0.000003[/math] and [math]c=1.1[/math].
Calculate [math]L^{*}[/math].
- 0.0115
- 0.0131
- 0.0147
- 0.0163
- 0.0179
Answer: A
The contribution from Life 1 is [math]{ }_{20} p_{70}[/math]. With Gompertz and the selected parameters, the contribution is [math]{ }_{20} p_{70}=\exp \left[-\frac{B}{\ln c} c^{70}\left(c^{20}-1\right)\right]=\exp \left[-\frac{0.000003}{\ln 1.1} 1.1^{70}\left(1.1^{20}-1\right)\right]=0.86730[/math].
The contribution from Life 2 is [math]{ }_{19} p_{70}-{ }_{20} p_{70}[/math]. The contribution is
The contribution to the likelihood is [math]0.86730(0.01328)=0.01152[/math].