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Stochastic Models for Actuarial Use: The Equilibrium Modelling of Local Markets

Published online by Cambridge University Press:  09 August 2013

Robert J. Thomson
Affiliation:
School of Statistics and Actuarial Science, University of the Witwatersrand, Johannesburg
Dmitri V. Gott
Affiliation:
School of Statistics and Actuarial Science, University of the Witwatersrand, Johannesburg

Abstract

In this paper, a long-term equilibrium model of a local market is developed. Subject to minor qualifications, the model is arbitrage-free. The variables modelled are the prices of risk-free zero-coupon bonds – both index-linked and conventional – and of equities, as well as the inflation rate. The model is developed in discrete (nominally annual) time, but allowance is made for processes in continuous time subject to continuous rebalancing. It is based on a model of the market portfolio comprising all the above-mentioned asset categories. The risk-free asset is taken to be the one-year index-linked bond. It is assumed that, conditionally upon information at the beginning of a year, market participants have homogeneous expectations with regard to the forthcoming year and make their decisions in mean-variance space. For the purposes of illustration, a descriptive version of the model is developed with reference to UK data. The parameters produced by that process may be used to inform the determination of those required for the use of the model as a predictive model. Illustrative results of simulations of the model are given.

Type
Research Article
Copyright
Copyright © International Actuarial Association 2009

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References

Dai, Q. and Singleton, K.J. (2000) Specification analysis of affine term structure models. Journal of Finance 55(5), 1943–78.Google Scholar
Duffie, D. and Kahn, R. (1996) A yield factor model of interest rates. Mathematical Finance 51, 379406.CrossRefGoogle Scholar
Elton, E.J. and Gruber, M.J. (1995) Modern Portfolio Theory and Investment Analysis. 5th edn. Wiley, New York.Google Scholar
Hibbert, J., Mowbray, P. and Turnbull, C. (unpublished) A stochastic model & calibration for long-term financial planning. Technical Report, Barrie & Hibbert Limited, 2001.Google Scholar
Hull, J. and White, A. (1990) Pricing interest rate derivative securities. The Review of Financial Studies 3(4), 573592.Google Scholar
Jackson, J.E. (2003). A User's Guide to Principal Components, Wiley, Hoboken, New Jersey.Google Scholar
Maitland, A.J. (2002). Interpolating the South African yield curve using principal components analysis: a descriptive approach. South African Actuarial Journal 2, 129–45.Google Scholar
Rebonato, R. (1998). Interest Rate Option Models. 2nd edn., Wiley, New York.Google Scholar
Thomson, R.J. (1996) Stochastic investment models: the case of South Africa. British Actuarial Journal 2, 765801.Google Scholar
Thomson, R.J. (2005) The pricing of liabilities in an incomplete market using dynamic meanvariance hedging. Insurance: Mathematics and Economics 36, 441–55.Google Scholar
Thomson, R.J. (2006) A typology of models used in actuarial science. South African Actuarial Journal 6, 1936.Google Scholar
Tong, H. (1990) Non-linear systems: a dynamical system approach. Oxford University Press, Oxford.Google Scholar
Van Deventer, D.R., Imai, K. and Mesler, M. (2004) Advanced Financial Risk Management, An Integrated Approach to Credit Risk and Interest Rate Risk Management. John Wiley & Sons.Google Scholar
Whitten, S.P. and Thomas, R.G. (1999) A non-linear stochastic asset model for actuarial use. British Actuarial Journal 5(5), 919–53CrossRefGoogle Scholar
Wilkie, A.D. (1986) A stochastic investment model for actuarial use. Transactions of the Faculty of Actuaries 39, 341403.Google Scholar
Wilkie, A.D. (1995) More on a stochastic asset model for actuarial use. British Actuarial Journal 1, 777964.Google Scholar
Yakoubov, Y.H., Teeger, M.H. and Duval, D.B. (1999) A stochastic investment model for asset and liability management. Proceedings of the 9th International AFIR Colloquium, 237–66.Google Scholar