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Spotting hidden data-quality issues

The growing market for longevity risk-transfer means that takers of the risk are keenly interested in the mortality characteristics of the portfolio concerned. The first thing requested by the risk-taker is therefore detailed data on the portfolio's recent mortality experience.  This is ideally data extracted on a policy-by-policy basis.

Written by: Stephen RichardsTags: Filter information matrix by tag: data validation, Filter information matrix by tag: Kaplan-Meier

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.

Written by: Stephen RichardsTags: Filter information matrix by tag: estimation error, Filter information matrix by tag: survival models

A tale of three cities

Given my birthplace, I have a more than casual interest in the causes of excess mortality experienced by Scots beyond that explicable by deprivation alone.
Written by: Gavin RitchieTags: Filter information matrix by tag: mortality, Filter information matrix by tag: longevity, Filter information matrix by tag: Scotland, Filter information matrix by tag: Glasgow

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?
Written by: Stephen RichardsTags: Filter information matrix by tag: GLM, Filter information matrix by tag: linearity, Filter information matrix by tag: survival models

Longevitas input format

We have made available an Excel spreadsheet describing how to create input files for uploading into Longevitas.
Written by: Helena BuckmayerTags: Filter information matrix by tag: Longevitas, Filter information matrix by tag: data format, Filter information matrix by tag: CSV

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.
Written by: Stephen RichardsTags: 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.

Written by: Stephen RichardsTags: Filter information matrix by tag: Scotland, Filter information matrix by tag: alcohol, Filter information matrix by tag: smoking

Remembrance of things past

With all due respect to Marcel Proust, involuntary memory isn't something I particularly worry about. Now, involuntary forgetting on the other hand, that is something I'll admit to, and I'm fairly sure I'm not alone.
Written by: Gavin RitchieTags: Filter information matrix by tag: audit, Filter information matrix by tag: technology

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.

Written by: Stephen RichardsTags: Filter information matrix by tag: survival models, Filter information matrix by tag: enhancement, Filter information matrix by tag: AIC