Journal article | Zeitschriftenartikel

Regression methods in pricing American and Bermudan options using consumption processes

Numerical algorithms for efficient pricing multidimensional discrete-time American and Bermudan options are constructed using regression methods and a new approach for computing upper bounds of the options' price. Using the sample space with payoffs at the optimal stopping times, we propose sequential estimates for continuation values, values of the consumption process, and stopping times on the sample paths. The approach allows constructing both lower and upper bounds for the price by Monte Carlo simulations. The algorithms are tested by pricing Bermudan max-calls and swaptions in the Libor market model.

Regression methods in pricing American and Bermudan options using consumption processes

Urheber*in: Belomestny, Denis; Spokoiny, Vladimir; Milstein, Grigori

Free access - no reuse

Extent
Seite(n): 315-327
Language
Englisch
Notes
Status: Postprint; begutachtet (peer reviewed)

Bibliographic citation
Quantitative Finance, 9(3)

Subject
Wirtschaft
Wirtschaftsstatistik, Ökonometrie, Wirtschaftsinformatik
Finanzwirtschaft, Rechnungswesen
Theorieanwendung

Event
Geistige Schöpfung
(who)
Belomestny, Denis
Spokoiny, Vladimir
Milstein, Grigori
Event
Veröffentlichung
(where)
Vereinigtes Königreich
(when)
2009

DOI
URN
urn:nbn:de:0168-ssoar-221242
Rights
GESIS - Leibniz-Institut für Sozialwissenschaften. Bibliothek Köln
Last update
21.06.2024, 4:26 PM CEST

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Object type

  • Zeitschriftenartikel

Associated

  • Belomestny, Denis
  • Spokoiny, Vladimir
  • Milstein, Grigori

Time of origin

  • 2009

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