Chapter 18-19: Models Flashcards
The prime objective of a model:
Enable actuary advising a LI’er to give appropriate advice so that it can be run in a sound way.
Requirements of a model:
• Valid, rigorous for purpose
* Adequately documented
o Rigorous
• Reflects risk profile of the products
• Parameters should allow for signif features of the business modelled
• Input pars should be appropriate to business modelled and take economic and business environments into consideration
• Workings should be easy to interpret and communicate.
* Result displayed clearly.
* Sensible joint behaviour of variables
• Outputs should be capable of independent verification for reasonableness
• Must not be overly complex to avoid interpretability and communicable criteria as well as being expensive to run – unless required.
• Should be capable of development and refinement
• Range of methods of implementation should be available
When creating model points for new business, consider (5)
- Most recent NB production
- Trends
- Intended marketing changes
- Planned new prod launches
- Imminent/pertinent legislative/fiscal changes
Factors affecting sales volumes and persistency of life, health and care prods: (4)
- Economic morale
- Gov provision of welfare
- Tax
- LTCI depends on political commitment
Factors influencing # MPs included: (8)
- Availability of computers
- Variability of contracts
- Complexity of contracts
- Age of company
- Stoch or det model
- Importance of investigation
- Time avail
- Sensitivity of results to more/fewer MPs
4 LI models
- Single policy profit test model
- New business model
- Existing business model
- Full model office
Dynamic model
One in which asset and liabilities are modelled to interact as they do in reality
2 Approaches to setting/calibration of parameters:
- Risk neutral/market consistent calibration
- Real world calibration
Risk discount rate
RDR = risk free rate + risk premium
Allows for:
- return required by the company
- level of statistical risk associated with the CFs
Profit criterion
Single figure that tries to summarise relative efficiency of of contracts with different profit signatures
3 Main profit criteria
- Net present value
- Internal rate of return
- Discounted payback period
Net present value
The PV of future profits discounted at the RDR.
Economic theory: Choose investment with highest NPV. Choice is optimal
Positive sign: Return exceeds RDR
Internal rate of return
The rate of return which makes the PV of CFs = 0
2 Important assumptions for NPV to work
- Assumes free and efficient market
- Assumes each investment discounted at RDR that reflects risk of that investment
3 “Problems” with NPV
- Difficult to interpret on its own (use a ratio_
- Says nothing about competition
- Subject to law of diminishing returns