Abstract
We study the relation between the properties of the coherent risk measures and of the heavy-tailed distributions from radial subsets of random variables. As a result, a new risk measure is introduced for this type of random variable. Under the assumptions of the Lundberg and renewal risk models, the solvency capital in the class of distributions with dominatedly varying tails is calculated. Further, the existence and uniqueness of the solution in the optimisation problem, associated to the minimisation of the risk over a set of financial positions, is investigated. The optimisation results hold on the \(L^{1+\varepsilon }\)-spaces, for any \(\varepsilon \ge 0\), but the uniqueness collapses on \(L^{1}\), the canonical space for the law-invariant coherent risk measures.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Aliprantis, C.D., Burkinshaw, O.: Locally Solid Riesz Spaces. Academic Press, New York (1978)
Aliprantis, C.D., Border, K.C.: Infinite Dimensional Analysis: A Hitchhiker’s Guide, 2nd edn. Springer, Berlin, Heidelberg, New York, Tokyo (1999)
Asmussen, S.: Applied Probability and Queues. Wiley, Chichester (1987)
Barbu, V., Precupanu, T.: Convexity and Optimization in Banach Spaces. D. Riedel Publishing Company, Kluwer Academic Publishers Group, Dordrecht (1986)
Billingsley, P.: Probability and Measure, 3rd edn. Wiley, New York (1995)
Billingsley, P.: Convergence of Probability Measures, 2nd edn. Wiley, New York (1999)
Cai, J., Tang, Q.: On Max-sum Equivalence and Convolution Closure of Heavy-tailed Distributions and their Applications. J. Appl. Probab. 41, 117–130 (2004)
Delbaen, F.: Coherent Risk Measures on General Probability Spaces. In: Advances in Finance and Stochastics: Essays in Honor of Dieter Sondermann, pp. 1–38. Springer, Berlin, New York (2002)
Dhaene, G., Goovaerts, M.J., Kaas, R., Tang, Q., Vanduffel, S., Vyncke, D.: Solvency Capital, Risk Measures and Comonotonicity: A Review. Research Report OR0416, Department of Applied Economics, Catholic University of Leuven (2003)
Embrechts, P., Goldie, C.M., Veraverbeke, N.: Subexponentiality and Infinite Divisibility. Z. Wahrscheinlichkeitstheorie verw. Gebiete 49, 335–347 (1979)
Embrechts, P., Goldie, C.M.: On Closure and Factorization Properties of Subexponential and Related Distributions. J. Aust. Math. Soc. 29, 243–256 (1980)
Feller, W.: An Introduction to Probability Theory and its Applications, vol. II. Wiley, New York (1971)
Filipović, D., Svindland, G.: The Canonical Space for Law-invariant Convex Risk Measures is \(L^1\). Math. Finance 22, 585–589 (2012)
Jameson, G.: Ordered Linear Spaces, Lecture Notes in Mathematics 141. Springer, Berlin, Heidelberg, New York (1970)
Kaina, M., Rüschendorf, L.: On Convex Risk Measures on \(L^{p}\)-spaces. Math. Methods Oper. Res. 69, 475–495 (2009)
Konstantinides, D.G.: Extreme Subexponentiality in Ruin Probabilities. Commun. Stat. Theory Methods 40, 2907–2918 (2011)
Konstantinides, D.G., Kountzakis, C.: Risk Measures in Ordered Normed Linear Spaces with Non-empty Cone-interior. Insur. Math. Econ. 48, 111–122 (2011)
Konstantinides, D.G., Kountzakis, C.: The Restricted Convex Risk Measures in Actuarial Solvency. Decisions Econ. Finance (2014). doi:10.1007/s10203-012-0134-6
Megginson, R.: An Introduction to Banach Spaces. Springer, New York (1998)
Peng, D., Yu, J., Xiu, N.: Generic uniqueness theorems with some applications. J. Glob. Optim. 56, 713–725 (2013)
Skorohod, A.V.: Limit Theorems for Stochastic Processes. Theory Probab. Appl. 1, 261–290 (1956)
Tang, Q., Tsitsiashvili, G.: Precise estimations for the ruin probability in finite-horizon in a discrete-time model with heavy-tail insurance and financial risks. Stoch. Process. Appl. 108, 299–325 (2003)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer International Publishing Switzerland
About this chapter
Cite this chapter
Konstantinides, D.G., Kountzakis, C.E. (2014). Coherent Risk Measures Under Dominated Variation. In: Silvestrov, D., Martin-Löf, A. (eds) Modern Problems in Insurance Mathematics. EAA Series. Springer, Cham. https://doi.org/10.1007/978-3-319-06653-0_8
Download citation
DOI: https://doi.org/10.1007/978-3-319-06653-0_8
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-06652-3
Online ISBN: 978-3-319-06653-0
eBook Packages: Mathematics and StatisticsMathematics and Statistics (R0)