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Stephen Richards

Managing Director

Articles written by Stephen Richards

Reducing uncertainty

The motto of the old UK Institute of Actuaries was certum ex incertis, i.e. certainty from uncertainty. I never particularly liked this motto — it implied that certainty can be obtained from uncertainty, whereas uncertainty is all-too-often overlooked.
Tags: Filter information matrix by tag: estimation error, Filter information matrix by tag: survival models

Out of line

Regular readers of this blog will be in no doubt of the advantages of survival models over models for the annual mortality rate, qx. However, what if an analyst wants to stick to the historical actuarial tradition of modelling annualised mortality rates?
Tags: Filter information matrix by tag: GLM, Filter information matrix by tag: linearity, Filter information matrix by tag: survival models

Haircut or hedge-trim?

Richard Willet's observation last year on the restatement of population estimates was picked up again recently by the BBC. Amongst the implications of the missing nonagenarians are some potentially interesting consequences for index-based longevity hedges.
Tags: Filter information matrix by tag: ONS, Filter information matrix by tag: longevity hedge, Filter information matrix by tag: basis risk, Filter information matrix by tag: S-forward

Health experiments

One interesting aspect of Scottish devolution is the different path charted in health policy.  Residents of Scotland have long had a shorter life expectancy than other parts of the United Kingdom, which is partly a function of greater smoking prevalence and poorer diet (amongst other deleterious health behaviours).
Tags: Filter information matrix by tag: Scotland, Filter information matrix by tag: alcohol, Filter information matrix by tag: smoking

Enhancement

An oft-overlooked aspect of statistical models is that parameters are dependent on each other. Ignoring such dependencies can have important consequences, and in extreme cases can even undermine assumptions for a forecasting model. However, in the case of a regression model the correlations between regressor variables can sometimes have some unexpectedly positive results.

Tags: Filter information matrix by tag: survival models, Filter information matrix by tag: enhancement, Filter information matrix by tag: AIC

No smoking without fire

Socio-economic differentials in life expectancy have a long history in the United Kingdom. A large part of this over the last few decades has been stark differences in smoking rates — people of a high socio-economic status are much less likely to smoke, resulting in longer life expectancy.
Tags: Filter information matrix by tag: smoking, Filter information matrix by tag: e-cigarettes, Filter information matrix by tag: mortality improvements

The ins and outs of bulk annuities

The UK has a well developed and highly competitive market in bulk annuities. These typically arise when a defined-benefit pension scheme wants to insure its liabilities.
Tags: Filter information matrix by tag: bulk annuities, Filter information matrix by tag: buy-in, Filter information matrix by tag: buy-out, Filter information matrix by tag: survival models

The best available approximation to the truth

In my role as guest editor of the British Actuarial Journal, I wrote an editorial piece about how actuaries can assess the suitability (or otherwise) of models for projecting mortality rates.
Tags: Filter information matrix by tag: mortality projections, Filter information matrix by tag: BAJ

Benchmarking VaR for longevity trend risk

I recently wrote about an objective approach to setting the value-at-risk capital for longevity trend risk. This approach is documented in Richards, Currie & Ritchie (2012), which was recently presented to a meeting of actuaries in Edinburgh.
Tags: Filter information matrix by tag: mortality improvements, Filter information matrix by tag: mortality projections, Filter information matrix by tag: VaR, Filter information matrix by tag: CMI, Filter information matrix by tag: value-at-risk

VaR-iation by age

During the public discussions of our paper on value-at-risk for longevity trend risk, one commentator asked for a fuller presentation of VaR capital requirements by age. In the paper, as with our introductory overview, we used age 70 as a representative average age of an annuity portfolio.
Tags: Filter information matrix by tag: VaR, Filter information matrix by tag: value-at-risk, Filter information matrix by tag: model risk