Skip to main content
Top
Published in: Mathematics and Financial Economics 1/2020

15-06-2019

Fractional risk process in insurance

Authors: Arun Kumar, Nikolai Leonenko, Alois Pichler

Published in: Mathematics and Financial Economics | Issue 1/2020

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The Poisson process suitably models the time of successive events and thus has numerous applications in statistics, in economics, it is also fundamental in queueing theory. Economic applications include trading and nowadays particularly high frequency trading. Of outstanding importance are applications in insurance, where arrival times of successive claims are of vital importance. It turns out, however, that real data do not always support the genuine Poisson process. This has lead to variants and augmentations such as time dependent and varying intensities, for example. This paper investigates the fractional Poisson process. We introduce the process and elaborate its main characteristics. The exemplary application considered here is the Carmér–Lundberg theory and the Sparre Andersen model. The fractional regime leads to initial economic stress. On the other hand we demonstrate that the average capital required to recover a company after ruin does not change when switching to the fractional Poisson regime. We finally address particular risk measures, which allow simple evaluations in an environment governed by the fractional Poisson process.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Ahmadi-Javid, A., Pichler, A.: An analytical study of norms and Banach spaces induced by the entropic value-at-risk. Math. Financ. Econ. 11(4), 527–550 (2017)MathSciNetCrossRef Ahmadi-Javid, A., Pichler, A.: An analytical study of norms and Banach spaces induced by the entropic value-at-risk. Math. Financ. Econ. 11(4), 527–550 (2017)MathSciNetCrossRef
2.
go back to reference Aletti, G., Leonenko, N.N., Merzbach, E.: Fractional Poisson processes and martingales. J. Stat. Phys. 170(4), 700–730 (2018)MathSciNetCrossRef Aletti, G., Leonenko, N.N., Merzbach, E.: Fractional Poisson processes and martingales. J. Stat. Phys. 170(4), 700–730 (2018)MathSciNetCrossRef
3.
4.
go back to reference Beghin, L., Orsingher, E.: Fractional Poisson processes and related planar random motions. Electron. J. Probab. 14(61), 1790–1827 (2009)MathSciNetCrossRef Beghin, L., Orsingher, E.: Fractional Poisson processes and related planar random motions. Electron. J. Probab. 14(61), 1790–1827 (2009)MathSciNetCrossRef
5.
go back to reference Beghin, L., Orsingher, E.: Poisson-type processes governed by fractional and higher-order recursive differential equations. Electron. J. Probab. 15(22), 684–709 (2010)MathSciNetCrossRef Beghin, L., Orsingher, E.: Poisson-type processes governed by fractional and higher-order recursive differential equations. Electron. J. Probab. 15(22), 684–709 (2010)MathSciNetCrossRef
6.
go back to reference Bingham, N.H.: Limit theorems for occupation times of Markov processes. Z. Wahrscheinlichkeitstheorie Verw. Geb. 17, 1–22 (1971)MathSciNetCrossRef Bingham, N.H.: Limit theorems for occupation times of Markov processes. Z. Wahrscheinlichkeitstheorie Verw. Geb. 17, 1–22 (1971)MathSciNetCrossRef
8.
go back to reference Cont, R., Tankov, P.: Financial Modeling with Jump Processes. CRC Press, Boca Raton (2004)MATH Cont, R., Tankov, P.: Financial Modeling with Jump Processes. CRC Press, Boca Raton (2004)MATH
9.
10.
11.
go back to reference Haubold, H.J., Mathai, A.M., Saxena, R.K.: Mittag-Leffler functions and their applications. J. Appl. Math. Art. ID 298628, 51 (2011) Haubold, H.J., Mathai, A.M., Saxena, R.K.: Mittag-Leffler functions and their applications. J. Appl. Math. Art. ID 298628, 51 (2011)
12.
go back to reference Kataria, K.K., Vellaisamy, P.: On densities of the product, quotient and power of independent subordinators. J. Math. Anal. Appl. 462, 1627–1643 (2018)MathSciNetCrossRef Kataria, K.K., Vellaisamy, P.: On densities of the product, quotient and power of independent subordinators. J. Math. Anal. Appl. 462, 1627–1643 (2018)MathSciNetCrossRef
13.
go back to reference Kerss, A., Leonenko, N.N., Sikorskii, A.: Fractional Skellam processes with applications to finance. Fract. Calc. Appl. Anal. 17, 532–551 (2014)MathSciNetCrossRef Kerss, A., Leonenko, N.N., Sikorskii, A.: Fractional Skellam processes with applications to finance. Fract. Calc. Appl. Anal. 17, 532–551 (2014)MathSciNetCrossRef
14.
go back to reference Khinchin, A.Y.: Mathematical Methods in the Theory of Queueing. Hafner Publishing Co., New York (1969) Khinchin, A.Y.: Mathematical Methods in the Theory of Queueing. Hafner Publishing Co., New York (1969)
15.
16.
go back to reference Kusuoka, S.: On law invariant coherent risk measures. In: Advances in Mathematical Economics, vol. 3 Ch. 4, Springer, pp. 83–95 (2001) Kusuoka, S.: On law invariant coherent risk measures. In: Advances in Mathematical Economics, vol. 3 Ch. 4, Springer, pp. 83–95 (2001)
17.
go back to reference Leonenko, N.N., Meerschaert, M.M., Schilling, R.L., Sikorskii, A.: Correlation structure of time-changed Lévy processes. Commun. Appl. Ind. Math. 6(1), e-483,22 (2014)MATH Leonenko, N.N., Meerschaert, M.M., Schilling, R.L., Sikorskii, A.: Correlation structure of time-changed Lévy processes. Commun. Appl. Ind. Math. 6(1), e-483,22 (2014)MATH
18.
go back to reference Leonenko, N.N., Scalas, E., Trinh, M.: Limit Theorems for the Fractional Non-homogeneous Poisson Process. J. Appl. Prob. (in Press) (2019) Leonenko, N.N., Scalas, E., Trinh, M.: Limit Theorems for the Fractional Non-homogeneous Poisson Process. J. Appl. Prob. (in Press) (2019)
19.
go back to reference Leonenko, N.N., Scalas, E., Trinh, M.: The fractional non-homogeneous Poisson process. Stat. Probab. Lett. 120, 147–156 (2017)MathSciNetCrossRef Leonenko, N.N., Scalas, E., Trinh, M.: The fractional non-homogeneous Poisson process. Stat. Probab. Lett. 120, 147–156 (2017)MathSciNetCrossRef
20.
go back to reference Mainardi, F., Gorenflo, R., Scalas, E.: A fractional generalization of the Poisson processes. Vietnam J. Math. 32, 53–64 (2004)MathSciNetMATH Mainardi, F., Gorenflo, R., Scalas, E.: A fractional generalization of the Poisson processes. Vietnam J. Math. 32, 53–64 (2004)MathSciNetMATH
21.
go back to reference Mainardi, F., Gorenflo, R., Vivoli, A.: Renewal processes of Mittag-Leffler and Wright type. Fract. Calc. Appl. Anal. 8(1), 7–38 (2005)MathSciNetMATH Mainardi, F., Gorenflo, R., Vivoli, A.: Renewal processes of Mittag-Leffler and Wright type. Fract. Calc. Appl. Anal. 8(1), 7–38 (2005)MathSciNetMATH
22.
go back to reference Meerschaert, M.M., Nane, E., Vellaisamy, P.: The fractional Poisson process and the inverse stable subordinator. Electron. J. Probab. 16(59), 1600–1620 (2011)MathSciNetCrossRef Meerschaert, M.M., Nane, E., Vellaisamy, P.: The fractional Poisson process and the inverse stable subordinator. Electron. J. Probab. 16(59), 1600–1620 (2011)MathSciNetCrossRef
23.
go back to reference Meerschaert, M.M., Sikorskii, A.: Stochastic Models for Fractional Calculus. De Gruyter, Berlin (2012)MATH Meerschaert, M.M., Sikorskii, A.: Stochastic Models for Fractional Calculus. De Gruyter, Berlin (2012)MATH
24.
go back to reference Mikosch, T.: Non-life Insurance Mathematics: An Introduction with the Poisson Process. Springer, Berlin (2009)CrossRef Mikosch, T.: Non-life Insurance Mathematics: An Introduction with the Poisson Process. Springer, Berlin (2009)CrossRef
26.
go back to reference Raberto, M., Scalas, E., Mainardi, F.: Waiting times and returns in high-frequency financial data: an empirical study. Phys. A 314, 749–755 (2002)CrossRef Raberto, M., Scalas, E., Mainardi, F.: Waiting times and returns in high-frequency financial data: an empirical study. Phys. A 314, 749–755 (2002)CrossRef
27.
go back to reference Samorodnitsky, G., Taqqu, M.S.: Stable Non-Gaussian Random Processes. Chapman & Hall, New York (1994)MATH Samorodnitsky, G., Taqqu, M.S.: Stable Non-Gaussian Random Processes. Chapman & Hall, New York (1994)MATH
28.
go back to reference Scalas, E., Gorenflo, R., Luckock, H., Mainardi, F., Mantelli, M., Raberto, M.: Anomalous waiting times in high-frequency financial data. Quant. Finance 4, 695–702 (2004)MathSciNetCrossRef Scalas, E., Gorenflo, R., Luckock, H., Mainardi, F., Mantelli, M., Raberto, M.: Anomalous waiting times in high-frequency financial data. Quant. Finance 4, 695–702 (2004)MathSciNetCrossRef
29.
go back to reference Veillette, M., Taqqu, M.S.: Numerical computation of first passage times of increasing Lévy processes. Methodol. Comput. Appl. Probab. 12(4), 695–729 (2010)MathSciNetCrossRef Veillette, M., Taqqu, M.S.: Numerical computation of first passage times of increasing Lévy processes. Methodol. Comput. Appl. Probab. 12(4), 695–729 (2010)MathSciNetCrossRef
30.
go back to reference Veillette, M., Taqqu, M.S.: Using differential equations to obtain joint moments of first-passage times of increasing Lévy processes. Stat. Probab. Lett. 80(7–8), 697–705 (2010)CrossRef Veillette, M., Taqqu, M.S.: Using differential equations to obtain joint moments of first-passage times of increasing Lévy processes. Stat. Probab. Lett. 80(7–8), 697–705 (2010)CrossRef
31.
go back to reference Young, V.R.: Premium principles. In: Encyclopedia of Actuarial Science (2006) Young, V.R.: Premium principles. In: Encyclopedia of Actuarial Science (2006)
Metadata
Title
Fractional risk process in insurance
Authors
Arun Kumar
Nikolai Leonenko
Alois Pichler
Publication date
15-06-2019
Publisher
Springer Berlin Heidelberg
Published in
Mathematics and Financial Economics / Issue 1/2020
Print ISSN: 1862-9679
Electronic ISSN: 1862-9660
DOI
https://doi.org/10.1007/s11579-019-00244-y

Other articles of this Issue 1/2020

Mathematics and Financial Economics 1/2020 Go to the issue