Journal article

Parametric mortality indexes: From index construction to hedging strategies

CI Tan, J Li, JSH Li, U Balasooriya

Insurance Mathematics and Economics | ELSEVIER | Published : 2014

Abstract

In this paper, we investigate the construction of mortality indexes using the time-varying parameters in common stochastic mortality models. We first study how existing models can be adapted to satisfy the new-data-invariant property, a property that is required to ensure the resulting mortality indexes are tractable by market participants. Among the collection of adapted models, we find that the adapted Model M7 (the Cairns-Blake-Dowd model with cohort and quadratic age effects) is the most suitable model for constructing mortality indexes. One basis of this conclusion is that the adapted model M7 gives the best fitting and forecasting performance when applied to data over the age range of ..

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University of Melbourne Researchers

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Funding Acknowledgements

The authors would like to thank an anonymous reviewer for his/her careful reading of the manuscript and the resulting comments that helped to improve the paper. The first author gratefully acknowledges financial support from Aon Benfield Asia Pte. Ltd. The third author acknowledges the financial support from the Global Risk Institute, the Center of Actuarial Excellence Program of the Society of Actuaries and the Natural Science and Engineering Research Council of Canada.