Stephen Richards
Managing Director
Articles written by Stephen Richards
Run-off volatility
When investigating risk in an annuity portfolio, a key task is to simulate the future lifetime for each annuitant. Survival models make this particularly easy, as covered in an earlier posting on simulating lifetimes.
East meets West
This month sees the twentieth anniversary of the fall of the Berlin Wall. This is therefore an appropriate time to remind ourselves of a dramatic example of the plasticity of mortality.
Island life
We have written extensively about the use of postcodes and geodemographics for mortality modelling. Two peer-reviewed papers recently presented to the Institute of Actuaries in London have testified to the power of geodemographics when applied to pensioner mortality: Richards (2008) and Madrigal et al (2009).
Cause and effect
Examining past trends in cause of death can be very instructive. However, in some quarters it has become popular to try to extrapolate trends in causes of death to create a forecast of future mortality rates.
Fifteen-year (h)itch
Effective risk modelling is about grouping people with shared characteristics which affect this risk. In mortality analysis by far the most important risk factor is age, so it is not a good idea to mix the young and old if it can be avoided.
Top of the table
In an earlier post we also showed how the U.K. was top of the obesity league amongst major EU nations. Happily, the U.K. is top of a more constructive EU league table, namely the (lack of) affordability of cigarettes.
Part of the story
The Institute of Actuaries' sessional meeting on 28th September 2009 discussed an interesting paper. It covered similar material to that in Richards (2008), but used different methods and different data.
Back(test) to the future
Stochastic projections of future mortality are increasingly used not just to set future best-estimates, but also to inform on stress tests such as for ICAs in the UK.
A Scottish question
The Scots are an innovative bunch, including the inventor of the telephone and the discoverer of penicillin.
Out for the count
In an earlier post we described a problem when fitting GLMs for qx over multiple years. The key mistake is to divide up the period over which the individual was observed in a model for individual mortality.