Abstract
We propose a 2-factor MBMM model with exponential Lévy process to develop a stochastic mortality process. The two components are fitted by two independent NIG distributions. Compared to Lee–Carter model or 1-factor MBMM model, our mortality model explains more variation and improves the goodness of fit by including the second time component. Based on the improved model, we price three longevity-linked financial instruments, namely the longevity bond, q-forward and s-forward. The pricing is demonstrated on English and Welsh males aged 65 in 2013. Results indicate that the 2-factor MBMM model gives the highest price for mortality-related type of contract.
| Original language | English |
|---|---|
| Pages (from-to) | 5923-5942 |
| Number of pages | 20 |
| Journal | Communications in Statistics - Theory and Methods |
| Volume | 48 |
| Issue number | 24 |
| DOIs | |
| State | Published - 17 Dec 2019 |
Keywords
- 2-factor MBMM model
- Longevity-linked derivatives
- Mortality rates
- normal inverse Gaussian distribution