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Backtesting of dynamic hedging of Registered Indexed-Linked Annuity (RILA)
Comparing static vs. dynamic hedging with a Monte Carlo perspective for decision making
04 December 2024
The standard industry approach for hedging registered indexed-linked annuities (RILAs) is to buy back the set of options sold to the policyholder from the market. However, insurers may also dynamically hedge. In this paper, we discuss a dynamic hedging backtest that shows how for certain valuation dates, modeling dynamic hedging along the simulated scenarios can be a reasonable indicator of the resulting profit or loss. We discuss:
- Background information on RILAs
- The asset and implied volatility model
- Detail on the dynamic hedging setup
- A comparison of dynamic hedging results from the simulated scenarios and the historical data
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