A gravity model of mortality rates for two related populations

K Dowd, Andrew John George Cairns, D Blake, Guy D. Coughlan, Marwa Khalaf-Allah

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Abstract

The mortality rate dynamics between two related but different-sized populations are modeled consistently using a new stochastic mortality model that we call the gravity model. The larger population is modeled independently, and the smaller population is modeled in terms of spreads (or deviations) relative to the evolution of the former, but the spreads in the period and cohort effects between the larger and smaller populations depend on gravity or spread reversion parameters
for the two effects. The larger the two gravity parameters, the more strongly the smaller population’s mortality rates move in line with those of the larger population in the long run. This is important where it is believed that the mortality rates between related populations should not diverge over time on grounds of biological reasonableness. The model is illustrated using an extension of the Age-Period-Cohort model and mortality rate data for English and Welsh males
representing a large population and the Continuous Mortality Investigation assured male lives representing a smaller related population.
Original languageEnglish
Pages (from-to)334-356
JournalNorth American Actuarial Journal
Volume15
Issue number2
Publication statusPublished - 2011

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    Dowd, K., Cairns, A. J. G., Blake, D., Coughlan, G. D., & Khalaf-Allah, M. (2011). A gravity model of mortality rates for two related populations. North American Actuarial Journal, 15(2), 334-356.