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Erschienen in: European Actuarial Journal 1/2015

01.07.2015 | Original Research Paper

Catastrophe risk bonds with applications to earthquakes

verfasst von: Jia Shao, Athanasios Pantelous, Apostolos D. Papaioannou

Erschienen in: European Actuarial Journal | Ausgabe 1/2015

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Abstract

Catastrophe (CAT) risk bonds provide a solid mechanism for direct transfer of the financial consequences of extreme events (hazards) into the financial market. During the past two decades, insurance companies have been searching for more adequate liquidity funds as a consequence of increasing losses due to climate change and severe natural disasters. The aims of this study were twofold. First, we study the pricing process for CAT bonds for the structure of \(n\) financial and \(m\) catastrophe-independent risks. Second, to illustrate the applicability of our results, an application for earthquakes is considered using extreme value theory. As a numerical example, a CAT bond with historical data from California is proposed in which the magnitude, latitude, longitude, and depth are included in the model. In addition, appropriate models are constructed for the term structure of interest and inflation rate dynamics, and a stochastic process for the coupon rate. Finally, on the basis of analysis for the aforementioned catastrophe and financial market risks, we can use equilibrium pricing theory to find a certain value price for the CAT California earthquake bond.

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Literatur
1.
Zurück zum Zitat Albrecher H, Hartinger J, Tichy RF (2004) QMC techniques for CAT bond pricing. Monte Carlo Methods Appl 10(3–4):197–211MATHMathSciNet Albrecher H, Hartinger J, Tichy RF (2004) QMC techniques for CAT bond pricing. Monte Carlo Methods Appl 10(3–4):197–211MATHMathSciNet
2.
Zurück zum Zitat Box GEP, Jenkins GM, Reinsel GC (2008) Time series analysis: forecasting and control, 4th edn. Wiley, New YorkCrossRef Box GEP, Jenkins GM, Reinsel GC (2008) Time series analysis: forecasting and control, 4th edn. Wiley, New YorkCrossRef
3.
Zurück zum Zitat Beirlant J, Teugels J, Vynckier P (1996) Practical analysis of extreme value. Leuven University Press, Belgium Beirlant J, Teugels J, Vynckier P (1996) Practical analysis of extreme value. Leuven University Press, Belgium
4.
Zurück zum Zitat Bevere L and Mueller L (2014) Natural catastrophes and man-made disasters in 2013: large losses from floods and hail; Haiyan hits the Philippines. Sigma Swiss Re 2014(1) Bevere L and Mueller L (2014) Natural catastrophes and man-made disasters in 2013: large losses from floods and hail; Haiyan hits the Philippines. Sigma Swiss Re 2014(1)
5.
6.
Zurück zum Zitat Braun A (2012) Determinants of the cat bond spread at issuance. Zeitschrift für die gesamte Versicherungswissenschaft (Sonderheft zur Jahrestagung des DVfVW) 101(5):721–736CrossRef Braun A (2012) Determinants of the cat bond spread at issuance. Zeitschrift für die gesamte Versicherungswissenschaft (Sonderheft zur Jahrestagung des DVfVW) 101(5):721–736CrossRef
7.
Zurück zum Zitat Bühlmann H, Delbaen F, Embrechts P, Shiryaev AN (1996) No-arbitrage, change of measure and conditional Esscher transforms. CWI Q 9(4):291–317MATH Bühlmann H, Delbaen F, Embrechts P, Shiryaev AN (1996) No-arbitrage, change of measure and conditional Esscher transforms. CWI Q 9(4):291–317MATH
8.
Zurück zum Zitat Burnecki K, Kukla G (2003) Pricing of zero-coupon and coupon CAT bonds. Appl Math 30:315–324MATHMathSciNet Burnecki K, Kukla G (2003) Pricing of zero-coupon and coupon CAT bonds. Appl Math 30:315–324MATHMathSciNet
9.
Zurück zum Zitat Burnecki K, Kukla G, Taylor D (2011) Pricing of catastrophe bonds. In: Statistical tools for finance and insurance. Springer, New York, pp 371–391 Burnecki K, Kukla G, Taylor D (2011) Pricing of catastrophe bonds. In: Statistical tools for finance and insurance. Springer, New York, pp 371–391
10.
Zurück zum Zitat Coles S (2001) An introduction to statistical modelling of extreme values. In: Series in statistics. Springer, New York Coles S (2001) An introduction to statistical modelling of extreme values. In: Series in statistics. Springer, New York
11.
14.
Zurück zum Zitat Cummins JD (2008) CAT bonds and other risk-linked securities: state of the market and recent developments. Risk Manag Insur Rev 11(1):23–47CrossRef Cummins JD (2008) CAT bonds and other risk-linked securities: state of the market and recent developments. Risk Manag Insur Rev 11(1):23–47CrossRef
15.
Zurück zum Zitat Dhaene J (1989) Stochastic interest rates and autoregressive integrated moving average processes. Astin Bull 19(2):131–138CrossRef Dhaene J (1989) Stochastic interest rates and autoregressive integrated moving average processes. Astin Bull 19(2):131–138CrossRef
16.
Zurück zum Zitat Dieckmann S (2011) A consumption-based evaluation of the cat bond market. Working paper, University of Pennsylvania Dieckmann S (2011) A consumption-based evaluation of the cat bond market. Working paper, University of Pennsylvania
17.
Zurück zum Zitat Egami M, Young VR (2008) Indifference prices of structured catastrophe (CAT) bonds. Insur Math Econ 42:771–778MATHCrossRef Egami M, Young VR (2008) Indifference prices of structured catastrophe (CAT) bonds. Insur Math Econ 42:771–778MATHCrossRef
18.
Zurück zum Zitat Embrechts P, Klüppelberg C, Mikosch T (2003) Modelling extremal events, 4th edn. Springer, Germany Embrechts P, Klüppelberg C, Mikosch T (2003) Modelling extremal events, 4th edn. Springer, Germany
19.
Zurück zum Zitat Fisher RA, Tippett LHC (1928) On the estimation of the frequency distributions of the largest or smallest number of a sample. Proc Camb Philos Soc 24:180–190MATHCrossRef Fisher RA, Tippett LHC (1928) On the estimation of the frequency distributions of the largest or smallest number of a sample. Proc Camb Philos Soc 24:180–190MATHCrossRef
20.
Zurück zum Zitat Föllmer H, Schweizer M (1991) Hedging of contingent claims under incomplete information. In: Davis MHA, Elliott RJ (eds) Applied stochastic analysis, stochastic monographs, vol 5. Gordon Breach, London/New York, pp 389–414 Föllmer H, Schweizer M (1991) Hedging of contingent claims under incomplete information. In: Davis MHA, Elliott RJ (eds) Applied stochastic analysis, stochastic monographs, vol 5. Gordon Breach, London/New York, pp 389–414
21.
Zurück zum Zitat Frittelli M (2000) The minimal entropy martingale measures to the optimal strategies for the exponential utility maximization: the case of geometric lévy processes, (to appear) and the valuation problem in incomplete markets. Math Financ 10:39–52MATHMathSciNetCrossRef Frittelli M (2000) The minimal entropy martingale measures to the optimal strategies for the exponential utility maximization: the case of geometric lévy processes, (to appear) and the valuation problem in incomplete markets. Math Financ 10:39–52MATHMathSciNetCrossRef
22.
Zurück zum Zitat Froot KA, Posner SE (2000) Issues in the price of catastrophe risk. Contigencies, November/December, pp 68–73 Froot KA, Posner SE (2000) Issues in the price of catastrophe risk. Contigencies, November/December, pp 68–73
23.
Zurück zum Zitat Froot KA, Posner SE (2002) The pricing of event risks with parameter uncertainty. Geneva Risk Insur Rev Palgrave Macmillan 27(2):153–165CrossRef Froot KA, Posner SE (2002) The pricing of event risks with parameter uncertainty. Geneva Risk Insur Rev Palgrave Macmillan 27(2):153–165CrossRef
24.
Zurück zum Zitat Fujikura M, Kiuchi S, Mitsuishi N, Nakachi N, Saeki Y, Tajima H (1999) Overview of Japanese earthquake insurance and its characteristics. The Institute of Actuaries of Japan, Catastrophic Risk Research Group Fujikura M, Kiuchi S, Mitsuishi N, Nakachi N, Saeki Y, Tajima H (1999) Overview of Japanese earthquake insurance and its characteristics. The Institute of Actuaries of Japan, Catastrophic Risk Research Group
25.
Zurück zum Zitat Galeotti M, Cürtler M, Winkelvos C (2011) Accuracy of premium calculation models for cat bonds—an empirical analysis. Working paper Galeotti M, Cürtler M, Winkelvos C (2011) Accuracy of premium calculation models for cat bonds—an empirical analysis. Working paper
26.
Zurück zum Zitat Gerber HU, Shiu ESW (1994) Option pricing by Esscher transforms. Trans Soc Actuar XLVI:99–191 Gerber HU, Shiu ESW (1994) Option pricing by Esscher transforms. Trans Soc Actuar XLVI:99–191
28.
Zurück zum Zitat Hagedorn D, Heigl C, Mueller A, Seidler G (2009) Choice of triggers. In: The handbook of insurance-linked securities, pp 37–49 Hagedorn D, Heigl C, Mueller A, Seidler G (2009) Choice of triggers. In: The handbook of insurance-linked securities, pp 37–49
29.
30.
Zurück zum Zitat Kladivko K (2007) Maximum likelihood estimation of The Cox–Ingersoll–Ross process: the MATLAB implementation. Technical Computing Prague Kladivko K (2007) Maximum likelihood estimation of The Cox–Ingersoll–Ross process: the MATLAB implementation. Technical Computing Prague
31.
Zurück zum Zitat Lin SK, Shyu D, Chang CC (2008) Pricing catastrophe insurance products in Markov jump diffusion models. J Financ Stud 16(2):1–33 Lin SK, Shyu D, Chang CC (2008) Pricing catastrophe insurance products in Markov jump diffusion models. J Financ Stud 16(2):1–33
32.
Zurück zum Zitat Lin Y, Cox S (2005) Securitization of mortality risks in life annuities. J Risk Insur 72(2):227–252CrossRef Lin Y, Cox S (2005) Securitization of mortality risks in life annuities. J Risk Insur 72(2):227–252CrossRef
33.
Zurück zum Zitat Lin Y, Cox S (2008) Securitization of catastrophe mortality risks. Insur Math Econ 42(2):628–637MATHCrossRef Lin Y, Cox S (2008) Securitization of catastrophe mortality risks. Insur Math Econ 42(2):628–637MATHCrossRef
34.
Zurück zum Zitat Loubergé H, Kellezi E, Gilli M (1999) Using catastrophe-linked securities to diversify insurance risk: a financial analysis of cat bonds. J Insur Issues 22(2):125–146 Loubergé H, Kellezi E, Gilli M (1999) Using catastrophe-linked securities to diversify insurance risk: a financial analysis of cat bonds. J Insur Issues 22(2):125–146
35.
Zurück zum Zitat Magill M, Quinzii M (1996) Theory of incomplete markets, vol 1. MIT Press, Cambridge Magill M, Quinzii M (1996) Theory of incomplete markets, vol 1. MIT Press, Cambridge
36.
Zurück zum Zitat Miyahara Y (1996) Canonical martingale measures of incomplete assets markets. In: Watanabe S, Fukushima M, Prohorov YV, Shiryaev AN (eds) Probability theory and mathematical statistics: proc. seventh Japan–Russia symposium, Tokyo, 1995. World Scientific, pp 343–352 Miyahara Y (1996) Canonical martingale measures of incomplete assets markets. In: Watanabe S, Fukushima M, Prohorov YV, Shiryaev AN (eds) Probability theory and mathematical statistics: proc. seventh Japan–Russia symposium, Tokyo, 1995. World Scientific, pp 343–352
37.
Zurück zum Zitat Miyahara Y (2005) Martingale measures for the geometric Lévy process models. In: Discussion papers in economics, vol 431. Nagoya City University, Nagoya, pp 1–14 Miyahara Y (2005) Martingale measures for the geometric Lévy process models. In: Discussion papers in economics, vol 431. Nagoya City University, Nagoya, pp 1–14
39.
Zurück zum Zitat Nutter WF [President of Reinsurance Association of America (RAA)] (2002) Comments on the GAO’s preliminary report entitled “Catastrophe Insurance risks”. GAO-02-941 Nutter WF [President of Reinsurance Association of America (RAA)] (2002) Comments on the GAO’s preliminary report entitled “Catastrophe Insurance risks”. GAO-02-941
40.
Zurück zum Zitat Pedersen HW (1994) Some aspects of the martingale approach to the term structure of interest rates. In: Proceedings of the 4th international AFIR colloquium, vol 2, pp 567–587 Pedersen HW (1994) Some aspects of the martingale approach to the term structure of interest rates. In: Proceedings of the 4th international AFIR colloquium, vol 2, pp 567–587
41.
42.
Zurück zum Zitat Pérez-Fructuoso MJ (2008) Modeling loss index triggers for CAT bonds: a continuous approach. Variance 2(2):253–365 Pérez-Fructuoso MJ (2008) Modeling loss index triggers for CAT bonds: a continuous approach. Variance 2(2):253–365
43.
Zurück zum Zitat Reshetar G (2008) Pricing of multiple-event coupon paying CAT bond. Working paper. Swiss Banking Institute, University of Zurich Reshetar G (2008) Pricing of multiple-event coupon paying CAT bond. Working paper. Swiss Banking Institute, University of Zurich
44.
Zurück zum Zitat Romaniuk M (2003) Pricing the risk-transfer financial instruments via Monte Carlo methods. Syst Anal Model Simul 43(8):1043–1064MATHMathSciNet Romaniuk M (2003) Pricing the risk-transfer financial instruments via Monte Carlo methods. Syst Anal Model Simul 43(8):1043–1064MATHMathSciNet
45.
Zurück zum Zitat Schweizer M (1995) On the minimal martingale measure and the Föllmer–Schweizer decomposition. Stoch Anal Appl 13(5):573–599MATHMathSciNetCrossRef Schweizer M (1995) On the minimal martingale measure and the Föllmer–Schweizer decomposition. Stoch Anal Appl 13(5):573–599MATHMathSciNetCrossRef
46.
Zurück zum Zitat Shreve SE (2004) Stochastic calculus for finance I: the binomial asset pricing model. In: Springer finance textbooks. Springer, New York Shreve SE (2004) Stochastic calculus for finance I: the binomial asset pricing model. In: Springer finance textbooks. Springer, New York
48.
Zurück zum Zitat United States General Accounting Office (2002) Catastrophe insurance risks: the role of risk-linked securities and factors affecting their use. GAO-02-941 United States General Accounting Office (2002) Catastrophe insurance risks: the role of risk-linked securities and factors affecting their use. GAO-02-941
49.
Zurück zum Zitat Vaugirard V (2003) Pricing catastrophe bonds by an arbitrage approach. Q Rev Econ Financ 43:119–132CrossRef Vaugirard V (2003) Pricing catastrophe bonds by an arbitrage approach. Q Rev Econ Financ 43:119–132CrossRef
50.
Zurück zum Zitat Wang S (2004) Cat bond pricing using probability transforms. Geneva Pap 278:19–29 Wang S (2004) Cat bond pricing using probability transforms. Geneva Pap 278:19–29
51.
Zurück zum Zitat Young RV (2004) Pricing in an incomplete market with in an affine term structure. Math Financ 14(3):359–381MATHCrossRef Young RV (2004) Pricing in an incomplete market with in an affine term structure. Math Financ 14(3):359–381MATHCrossRef
52.
Zurück zum Zitat Zhu W (2010) Ambiguity aversion and an intertemporal equilibrium model of catastrophe-linked securities pricing. Insur Math Econ 49(1):38–46CrossRef Zhu W (2010) Ambiguity aversion and an intertemporal equilibrium model of catastrophe-linked securities pricing. Insur Math Econ 49(1):38–46CrossRef
53.
Zurück zum Zitat Zimbidis AA, Frangos EN, Pantelous AA (2007) Modeling earthquake risk via extreme value theory and pricing the respective CAT bonds. Astin Bull 37(1):163–183MATHMathSciNetCrossRef Zimbidis AA, Frangos EN, Pantelous AA (2007) Modeling earthquake risk via extreme value theory and pricing the respective CAT bonds. Astin Bull 37(1):163–183MATHMathSciNetCrossRef
Metadaten
Titel
Catastrophe risk bonds with applications to earthquakes
verfasst von
Jia Shao
Athanasios Pantelous
Apostolos D. Papaioannou
Publikationsdatum
01.07.2015
Verlag
Springer Berlin Heidelberg
Erschienen in
European Actuarial Journal / Ausgabe 1/2015
Print ISSN: 2190-9733
Elektronische ISSN: 2190-9741
DOI
https://doi.org/10.1007/s13385-015-0104-9

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