Doubly reflected BSDEs with call protection and their approximation

Jean-François Chassagneux; Stéphane Crépey

ESAIM: Probability and Statistics (2014)

  • Volume: 18, page 613-641
  • ISSN: 1292-8100

Abstract

top
We study the numerical approximation of doubly reflected backward stochastic differential equations with intermittent upper barrier (RIBSDEs). These denote reflected BSDEs in which the upper barrier is only active on certain random time intervals. From the point of view of financial interpretation, RIBSDEs arise as pricing equations of game options with constrained callability. In a Markovian set-up we prove a convergence rate for a time-discretization scheme by simulation to an RIBSDE. We also characterize the solution of an RIBSDE as the largest viscosity subsolution of a related system of variational inequalities, and we establish the convergence of a deterministic numerical scheme for that problem. Due to the potentially very high dimension of the system of variational inequalities, this approach is not always practical. We thus subsequently prove a convergence rate for a time-discretisation scheme by simulation to an RIBSDE.

How to cite

top

Chassagneux, Jean-François, and Crépey, Stéphane. "Doubly reflected BSDEs with call protection and their approximation." ESAIM: Probability and Statistics 18 (2014): 613-641. <http://eudml.org/doc/274342>.

@article{Chassagneux2014,
abstract = {We study the numerical approximation of doubly reflected backward stochastic differential equations with intermittent upper barrier (RIBSDEs). These denote reflected BSDEs in which the upper barrier is only active on certain random time intervals. From the point of view of financial interpretation, RIBSDEs arise as pricing equations of game options with constrained callability. In a Markovian set-up we prove a convergence rate for a time-discretization scheme by simulation to an RIBSDE. We also characterize the solution of an RIBSDE as the largest viscosity subsolution of a related system of variational inequalities, and we establish the convergence of a deterministic numerical scheme for that problem. Due to the potentially very high dimension of the system of variational inequalities, this approach is not always practical. We thus subsequently prove a convergence rate for a time-discretisation scheme by simulation to an RIBSDE.},
author = {Chassagneux, Jean-François, Crépey, Stéphane},
journal = {ESAIM: Probability and Statistics},
keywords = {reflected BSDEs; variational inequalities; discrete-time approximation; game option; Call protection; reflected backward stochastic differential equations (BSDEs); call protection},
language = {eng},
pages = {613-641},
publisher = {EDP-Sciences},
title = {Doubly reflected BSDEs with call protection and their approximation},
url = {http://eudml.org/doc/274342},
volume = {18},
year = {2014},
}

TY - JOUR
AU - Chassagneux, Jean-François
AU - Crépey, Stéphane
TI - Doubly reflected BSDEs with call protection and their approximation
JO - ESAIM: Probability and Statistics
PY - 2014
PB - EDP-Sciences
VL - 18
SP - 613
EP - 641
AB - We study the numerical approximation of doubly reflected backward stochastic differential equations with intermittent upper barrier (RIBSDEs). These denote reflected BSDEs in which the upper barrier is only active on certain random time intervals. From the point of view of financial interpretation, RIBSDEs arise as pricing equations of game options with constrained callability. In a Markovian set-up we prove a convergence rate for a time-discretization scheme by simulation to an RIBSDE. We also characterize the solution of an RIBSDE as the largest viscosity subsolution of a related system of variational inequalities, and we establish the convergence of a deterministic numerical scheme for that problem. Due to the potentially very high dimension of the system of variational inequalities, this approach is not always practical. We thus subsequently prove a convergence rate for a time-discretisation scheme by simulation to an RIBSDE.
LA - eng
KW - reflected BSDEs; variational inequalities; discrete-time approximation; game option; Call protection; reflected backward stochastic differential equations (BSDEs); call protection
UR - http://eudml.org/doc/274342
ER -

References

top
  1. [1] V. Bally and G. Pagès, Error analysis of the quantization algorithm for obstacle problems. Stoch. Process. Appl.106 (2003) 1–40. Zbl1075.60523MR1983041
  2. [2] G. Barles and P.E. Souganidis, Convergence of approximation schemes for fully nonlinear second order equations. Asymptot. Anal.4 (1991) 271–283. Zbl0729.65077MR1115933
  3. [3] B. Bouchard and J.-F. Chassagneux, Discrete time approximation for continuously and discretely reflected BSDEs. Stoch. Process. Appl.118 (2008) 2269–2293. Zbl1158.60030MR2474351
  4. [4] B. Bouchard and S. Menozzi, Strong Approximations of BSDEs in a domain. Bernoulli15 (2009) 1117–1147. Zbl1204.60048MR2597585
  5. [5] J.-F. Chassagneux, Processus réfléchis en finance et probabilité numérique. Ph.D. thesis Université Paris Diderot – Paris (2008) 7. 
  6. [6] J.-F. Chassagneux, Discrete time approximation of doubly reflected BSDEs. Adv. Appl. Probab.41 (2009) 101–130. Zbl1166.65001MR2514947
  7. [7] M. Crandall, H. Ishii and P.-L. Lions, User’s guide to viscosity solutions of second order partial differential equations. Bull. Amer. Math. Soc. (1992). Zbl0755.35015MR1118699
  8. [8] S. Crépey, Financial Modeling: A Backward Stochastic Differential Equations Perspective. Springer Finance Textbooks. Springer (2013). Zbl1271.91004MR3154654
  9. [9] S. Crépey and A. Matoussi, Reflected and doubly reflected BSDEs with jumps: A priori estimates and comparison principle. Ann. Appl. Probab.18 (2008) 2041–2069. Zbl1158.60021MR2462558
  10. [10] S. Crépey and A. Rahal, Pricing Convertible Bonds with Call Protection. J. Comput. Finance 15 (2011/12) 37–75. 
  11. [11] J. Cvitanić and I. Karatzas, Backward stochastic differential equations with reflection and Dynkin games. Ann. Probab.24 (1996) 2024–2056. Zbl0876.60031MR1415239
  12. [12] E.B. Dynkin, Game variant of a problem on optimal stopping. Soviet Math. Dokl.10 (1969) 270–274. Zbl0186.25304
  13. [13] N. El Karoui, E. Kapoudjian, C. Pardoux and S. Peng, and M.-C. Quenez, Reflected solutions of backward SDE’s, and related obstacle problems for PDE’s. Ann. Probab. 25 (1997) 702–737. Zbl0899.60047MR1434123
  14. [14] N. El Karoui, S. Peng and M.-C. Quenez, Backward stochastic differential equations in finance. Math. Finance7 (1997) 1–71. Zbl0884.90035MR1434407
  15. [15] E. Gobet and A. MakhloufL2-time regularity of BSDEs with irregular terminal functions. Stoch. Process. Appl.120 (2010) 1105–1132. Zbl1195.60079MR2639740
  16. [16] S. Hamadène, Reflected BSDEs with Discontinuous Barrier and Application. Stoch. Stoch. Reports74 (2002) 571–596. Zbl1015.60057MR1943580
  17. [17] S. Hamadène and M. Hassani, BSDEs with two reflecting barriers driven by a Brownian motion and an independent Poisson noise and related Dynkin game. Electr. J. Probab.11 (2006) 121–145. Zbl1184.91038MR2217812
  18. [18] S. Hamadène and M. Hassani, BSDEs with two reflecting barriers: the general result. Probab. Theory Relat. Fields132 (2005) 237–264. Zbl1109.91312MR2199292
  19. [19] S. Hamadène, M. Hassani and Y. Ouknine, BSDEs with general discontinuous reflecting barriers without Mokobodski’s condition. Bull. Sci. Math.134 (2010) 874–899. Zbl1208.60056MR2737357
  20. [20] Y. Kifer, Game options. Fin. Stoch.4 (2000) 443–463. Zbl1066.91042MR1779588
  21. [21] P.E. Kloeden and E. Platen, Numerical Solution of Stochastic Differential Equations. Springer (2000). Zbl0752.60043MR1214374
  22. [22] J.-P. Lepeltier and M. Xu, Reflected backward stochastic differential equations with two RCLL barriers. ESAIM: PS 4 (2007) 3–22. Zbl1171.60352MR2299643
  23. [23] D. Nualart, The Malliavin Calculus and Related Topics, 2nd Edition. Springer (2006). Zbl0837.60050MR2200233

NotesEmbed ?

top

You must be logged in to post comments.

To embed these notes on your page include the following JavaScript code on your page where you want the notes to appear.

Only the controls for the widget will be shown in your chosen language. Notes will be shown in their authored language.

Tells the widget how many notes to show per page. You can cycle through additional notes using the next and previous controls.

    
                

Note: Best practice suggests putting the JavaScript code just before the closing </body> tag.