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Stephen Richards

Managing Director

Articles written by Stephen Richards

Model risk

Investors in longevity risk are particularly interested in extremes — they want to know the maximum loss they are likely to bear for a given probability.  Reinsurers can be even more strongly interested in extremes, especially if they have written stop-loss reinsurance. 
Tags: Filter information matrix by tag: model risk, Filter information matrix by tag: mortality improvements, Filter information matrix by tag: mortality projections, Filter information matrix by tag: Solvency II

Devil in the detail

Last week I wrote about the judgment by the European Court of Justice which bans the use of gender in insurance pricing after 2012.  An interesting aspect is the areas of insurance business which may not be affected. 
Tags: Filter information matrix by tag: gender, Filter information matrix by tag: annuities

Gender and annuity pricing in the EU

In a previous post we discussed the possibility of gender being banned throughout the EU as a rating factor for insurance pricing.  This has now come to pass — on 1st March 2011 the European Court of Justice ruled that gender may not be used in insurance pricing according to European law.  So what will happen now?
Tags: Filter information matrix by tag: gender, Filter information matrix by tag: annuities

Too good to be true?

People in poor health don't live as long as their healthier colleagues. This obvious fact underpins the existence of the enhanced annuity market in the United Kingdom.
Tags: Filter information matrix by tag: selection risk, Filter information matrix by tag: enhanced annuities

Don't shoot the messenger

Stochastic projection models have many advantages — they not only give best-estimate projections, but also confidence intervals around those projections.
Tags: Filter information matrix by tag: mortality projections

Applying the brakes

The CMI has released a second version of its deterministic targeting model for mortality improvements. This type of model is called an expectation, as the user must enter their belief for the long-term rate of mortality improvement to use the tool.
Tags: Filter information matrix by tag: CMI, Filter information matrix by tag: mortality improvements, Filter information matrix by tag: mortality projections

Keeping it simple — postscript

Last week we looked at how to compare mortality-improvement bases for pensions and annuities.  However, for many years some pension schemes in the UK did not have explicit mortality-improvement projections.  Instead, they allowed for mortality improvements by making a deduction from the valuation discount rate.
Tags: Filter information matrix by tag: mortality improvements, Filter information matrix by tag: mortality projections, Filter information matrix by tag: equivalent annuity

Keeping it simple

Which mortality-improvement basis is tougher — a medium-cohort projection with a 2% minimum value, or a long-cohort projection with a 1% minimum? Unless you are an actuary who works with such things, you have little chance of answering this question. 
Tags: Filter information matrix by tag: mortality improvements, Filter information matrix by tag: mortality projections, Filter information matrix by tag: equivalent annuity

The accumulation of small changes

It is often easy to be fooled into thinking that a small change is of little importance.  Small changes can persist over time, and sometimes it is only in retrospect that one realises just how big the accumulated change is.
Tags: Filter information matrix by tag: mortality improvements, Filter information matrix by tag: centenarians

Laying down the law

In actuarial terminology, a mortality "law" is simply a parametric formula used to describe the risk. A major benefit of this is automatic smoothing and in-filling for areas where data is sparse. A common example in modern annuity portfolios is that there is often plenty of data up to age 75 (say), but relatively little data above age 90.

For example, if we use a parametric formula like the Gompertz law:

Tags: Filter information matrix by tag: log-likelihood, Filter information matrix by tag: mortality law, Filter information matrix by tag: CMI, Filter information matrix by tag: Gompertz-Makeham family