Mis-estimation risk
Mis-estimation risk is the financial uncertainty over a liability value caused by finite experience data. There are two use-case scenarios:
- Pricing. Uncertainty exists when pricing a block risk transfer, such as a bulk annuity, longevity swap or reinsurance treaty. Here mis-estimation risk is viewed over the lifetime of a portfolio, i.e. in run-off.
- Solvency capital. Uncertainty exists over recalibration risk, such as the value-at-risk (VaR) approach under Solvency II. Here mis-estimation risk is viewed over a fixed time horizon, such as one year.
The following resource links cover both types of mis-estimation.
Blogs
- On basic features of likelihood estimation.
- On the importance of acknowledging correlations.
- Using the delta method to estimate liability variance.
Videos
The Institute and Faculty of Actuaries (IFoA) recorded two sessional meetings on mis-estimation risk:
- Presentation and audience discussion of run-off mis-estimation at IFoA meeting in Edinburgh.
- Presentation and audience questions on value-at-risk mis-estimation.
Training materials
How to measure mis-estimation risk using the Longevitas survival-modelling software suite:
Presentations
On mis-estimation risk for pricing:
- Institute and Faculty of Actuaries, February 2016.
- Scottish Independent Actuaries, June 2015.
- CASS Business School, November 2014.
- Life Convention, November 2014.
On VaR mis-estimation risk for solvency capital:
Papers
The British Actuarial Journal has published two technical papers on mis-estimation risk: