Sweeting, Paul (2011) A Trend-Change Extension of the Cairns-Blake-Dowd Model. Annals of Actuarial Science, 5 (2). pp. 143-162. ISSN 1748-4995. (doi:10.1017/S1748499511000017) (Access to this publication is currently restricted. You may be able to access a copy if URLs are provided) (KAR id:47890)
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Language: English Restricted to Repository staff only |
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Official URL: http://dx.doi.org/10.1017/S1748499511000017 |
Abstract
This paper builds on the two-factor mortality model known as the Cairns-Blake-Dowd (CBD) model, which is used to project future mortality. It is shown that these two factors do not follow a random walk, as proposed in the original model, but that each should instead be modelled as a random fluctuation around a trend, the trend changing periodically. The paper uses statistical techniques to determine the points at which there are statistically significant changes in each trend. The frequency of change in each trend is then used to project the frequency of future changes, and the sizes of historical changes are used to project the sizes of future changes. The results are then presented as fan charts, and used to estimate the range of possible future outcomes for period life expectancies. These projections show that modelling mortality rates in this way leaves much greater uncertainty over future life expectancy in the long term.
Item Type: | Article |
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DOI/Identification number: | 10.1017/S1748499511000017 |
Uncontrolled keywords: | Mortality Risk; Stochastic Modelling; Stochastic Mortality; Mortality Projections; Mortality Trends; Lee-Carter; Cairns-Blake-Dowd |
Subjects: | H Social Sciences > HG Finance |
Divisions: | Divisions > Division of Computing, Engineering and Mathematical Sciences > School of Mathematics, Statistics and Actuarial Science |
Depositing User: | Paul Sweeting |
Date Deposited: | 08 Apr 2015 12:36 UTC |
Last Modified: | 05 Nov 2024 10:31 UTC |
Resource URI: | https://kar.kent.ac.uk/id/eprint/47890 (The current URI for this page, for reference purposes) |
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