Journal article
A step-by-step guide to building two- population stochastic mortality models
JS-H Li, Rui Zhou, MR Hardy
Insurance: Mathematics and Economics | Elsevier | Published : 2015
Abstract
Two-population stochastic mortality models play a crucial role in the securitization of longevity risk. In particular, they allow us to quantify the population basis risk when longevity hedges are built from broad-based mortality indexes. In this paper, we propose and illustrate a systematic process for constructing a two-population mortality model for a pair of populations. The process encompasses four steps, namely (1) determining the conditions for biological reasonableness, (2) identifying an appropriate base model specification, (3) choosing a suitable time-series process and correlation structure for projecting period and/or cohort effects into the future, and (4) model evaluation. Fo..
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Funding Acknowledgements
The authors acknowledge the financial support from the Global Risk Institute, the Center of Actuarial Excellence Program of the Society of Actuaries and the Natural Sciences and Engineering Research Council of Canada. The authors would also like to express their gratitude to Professor Andrew Cairns and other participants at the Ninth International Longevity Risk and Capital Markets Solutions Conference for their stimulating discussions.