Open Access
2018 Affine processes with compact state space
Paul Krühner, Martin Larsson
Electron. J. Probab. 23: 1-23 (2018). DOI: 10.1214/18-EJP156
Abstract

The behavior of affine processes, which are ubiquitous in a wide range of applications, depends crucially on the choice of state space. We study the case where the state space is compact, and prove in particular that (i) no diffusion is possible; (ii) jumps are possible and enforce a grid-like structure of the state space; (iii) jump components can feed into drift components, but not vice versa. Using our main structural theorem, we classify all bivariate affine processes with compact state space. Unlike the classical case, the characteristic function of an affine process with compact state space may vanish, even in very simple cases.

References

1.

[1] C. Carathéodory, über den Variabilitätsbereich der Koeffizienten von Potenzreihen, die gegebene Werte nicht annehmen, Math. Ann. 64 (1907), no. 1, 95–115.[1] C. Carathéodory, über den Variabilitätsbereich der Koeffizienten von Potenzreihen, die gegebene Werte nicht annehmen, Math. Ann. 64 (1907), no. 1, 95–115.

2.

[2] C. Cuchiero, Affine and polynomial processes, Ph.D. thesis, ETH ZURICH, 2011.[2] C. Cuchiero, Affine and polynomial processes, Ph.D. thesis, ETH ZURICH, 2011.

3.

[3] Christa Cuchiero, Damir Filipović, Eberhard Mayerhofer, and Josef Teichmann, Affine processes on positive semidefinite matrices, Ann. Appl. Probab. 21 (2011), no. 2, 397–463. 1219.60068 10.1214/10-AAP710 euclid.aoap/1300800978[3] Christa Cuchiero, Damir Filipović, Eberhard Mayerhofer, and Josef Teichmann, Affine processes on positive semidefinite matrices, Ann. Appl. Probab. 21 (2011), no. 2, 397–463. 1219.60068 10.1214/10-AAP710 euclid.aoap/1300800978

4.

[4] Christa Cuchiero, Martin Keller-Ressel, Eberhard Mayerhofer, and Josef Teichmann, Affine processes on symmetric cones, J. Theoret. Probab. 29 (2016), no. 2, 359–422. 1342.60125 10.1007/s10959-014-0580-x[4] Christa Cuchiero, Martin Keller-Ressel, Eberhard Mayerhofer, and Josef Teichmann, Affine processes on symmetric cones, J. Theoret. Probab. 29 (2016), no. 2, 359–422. 1342.60125 10.1007/s10959-014-0580-x

5.

[5] D. Duffie, D. Filipović, and W. Schachermayer, Affine processes and applications in finance, Ann. Appl. Probab. 13 (2003), no. 3, 984–1053.[5] D. Duffie, D. Filipović, and W. Schachermayer, Affine processes and applications in finance, Ann. Appl. Probab. 13 (2003), no. 3, 984–1053.

6.

[6] Darrell Duffie, Jun Pan, and Kenneth Singleton, Transform analysis and asset pricing for affine jump-diffusions, Econometrica 68 (2000), no. 6, 1343–1376. 1055.91524 10.1111/1468-0262.00164[6] Darrell Duffie, Jun Pan, and Kenneth Singleton, Transform analysis and asset pricing for affine jump-diffusions, Econometrica 68 (2000), no. 6, 1343–1376. 1055.91524 10.1111/1468-0262.00164

7.

[7] Darrell Duffie and Kenneth J Singleton, Modeling term structures of defaultable bonds, Review of Financial studies 12 (1999), no. 4, 687–720.[7] Darrell Duffie and Kenneth J Singleton, Modeling term structures of defaultable bonds, Review of Financial studies 12 (1999), no. 4, 687–720.

8.

[8] Stewart N. Ethier and Thomas G. Kurtz, Markov processes, Wiley Series in Probability and Mathematical Statistics: Probability and Mathematical Statistics, John Wiley & Sons, Inc., New York, 1986, Characterization and convergence.[8] Stewart N. Ethier and Thomas G. Kurtz, Markov processes, Wiley Series in Probability and Mathematical Statistics: Probability and Mathematical Statistics, John Wiley & Sons, Inc., New York, 1986, Characterization and convergence.

9.

[9] Damir Filipović, Term-structure models, Springer Finance, Springer-Verlag, Berlin, 2009, A graduate course.[9] Damir Filipović, Term-structure models, Springer Finance, Springer-Verlag, Berlin, 2009, A graduate course.

10.

[10] Damir Filipović and Martin Larsson, Polynomial diffusions and applications in finance, Finance Stoch. 20 (2016), no. 4, 931–972.[10] Damir Filipović and Martin Larsson, Polynomial diffusions and applications in finance, Finance Stoch. 20 (2016), no. 4, 931–972.

11.

[11] Jean Jacod and Albert N. Shiryaev, Limit theorems for stochastic processes, second ed., Grundlehren der Mathematischen Wissenschaften [Fundamental Principles of Mathematical Sciences], vol. 288, Springer-Verlag, Berlin, 2003. 1018.60002[11] Jean Jacod and Albert N. Shiryaev, Limit theorems for stochastic processes, second ed., Grundlehren der Mathematischen Wissenschaften [Fundamental Principles of Mathematical Sciences], vol. 288, Springer-Verlag, Berlin, 2003. 1018.60002

12.

[12] Jan Kallsen and Paul Krühner, On a Heath-Jarrow-Morton approach for stock options, Finance Stoch. 19 (2015), no. 3, 583–615. MR3369440 10.1007/s00780-015-0263-1[12] Jan Kallsen and Paul Krühner, On a Heath-Jarrow-Morton approach for stock options, Finance Stoch. 19 (2015), no. 3, 583–615. MR3369440 10.1007/s00780-015-0263-1

13.

[13] Martin Keller-Ressel and Eberhard Mayerhofer, Exponential moments of affine processes, Ann. Appl. Probab. 25 (2015), no. 2, 714–752. 1332.60115 10.1214/14-AAP1009 euclid.aoap/1424355129[13] Martin Keller-Ressel and Eberhard Mayerhofer, Exponential moments of affine processes, Ann. Appl. Probab. 25 (2015), no. 2, 714–752. 1332.60115 10.1214/14-AAP1009 euclid.aoap/1424355129

14.

[14] Monika Piazzesi, Affine term structure models, Handbook of financial econometrics 1 (2010), 691–766.[14] Monika Piazzesi, Affine term structure models, Handbook of financial econometrics 1 (2010), 691–766.

15.

[15] R. Tyrrell Rockafellar, Convex analysis, Princeton Mathematical Series, No. 28, Princeton University Press, Princeton, N.J., 1970.[15] R. Tyrrell Rockafellar, Convex analysis, Princeton Mathematical Series, No. 28, Princeton University Press, Princeton, N.J., 1970.

16.

[16] Peter Spreij and Enno Veerman, Affine diffusions with non-canonical state space, Stoch. Anal. Appl. 30 (2012), no. 4, 605–641. 1260.60112 10.1080/07362994.2012.684322[16] Peter Spreij and Enno Veerman, Affine diffusions with non-canonical state space, Stoch. Anal. Appl. 30 (2012), no. 4, 605–641. 1260.60112 10.1080/07362994.2012.684322
Paul Krühner and Martin Larsson "Affine processes with compact state space," Electronic Journal of Probability 23(none), 1-23, (2018). https://doi.org/10.1214/18-EJP156
Received: 23 June 2017; Accepted: 12 March 2018; Published: 2018
Vol.23 • 2018
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