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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.
Tags: Filter information matrix by tag: simulation, Filter information matrix by tag: curve of deaths, Filter information matrix by tag: coefficient of variation, Filter information matrix by tag: ICA, Filter information matrix by tag: Solvency II

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. 
Tags: Filter information matrix by tag: mortality plasticity, Filter information matrix by tag: Germany

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).
Tags: Filter information matrix by tag: postcodes, Filter information matrix by tag: geodemographics, Filter information matrix by tag: Mosaic, Filter information matrix by tag: Acorn, Filter information matrix by tag: Guernsey, Filter information matrix by tag: Jersey, Filter information matrix by tag: Isle of Man

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.
Tags: Filter information matrix by tag: cause of death, Filter information matrix by tag: heart disease, Filter information matrix by tag: stroke, Filter information matrix by tag: lung cancer, Filter information matrix by tag: colorectal cancer, Filter information matrix by tag: prostate cancer

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. 
Tags: Filter information matrix by tag: survival analysis, Filter information matrix by tag: survival curve, Filter information matrix by tag: curve of deaths

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.
Tags: Filter information matrix by tag: smoking

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.
Tags: Filter information matrix by tag: mortality projections, Filter information matrix by tag: ICA, Filter information matrix by tag: Solvency II, Filter information matrix by tag: Lee-Carter, Filter information matrix by tag: CMIR17, Filter information matrix by tag: back-test

A Scottish question

The Scots are an innovative bunch, including the inventor of the telephone and the discoverer of penicillin.
Tags: Filter information matrix by tag: Scotland, Filter information matrix by tag: region, Filter information matrix by tag: geodemographics

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. 
Tags: Filter information matrix by tag: survival models, Filter information matrix by tag: force of mortality, Filter information matrix by tag: GLM, Filter information matrix by tag: missing data