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Reduced Basis Methods for Pricing Options with the Black--Scholes and Heston Models

Burkovska, O.; Haasdonk, Bernard; Salomon, Julien; Wohlmuth, Barbara (2015), Reduced Basis Methods for Pricing Options with the Black--Scholes and Heston Models, SIAM Journal on Financial Mathematics, 6, 1, p. 685-712. 10.1137/140981216

Type
Article accepté pour publication ou publié
External document link
https://arxiv.org/abs/1408.1220v1
Date
2015
Journal name
SIAM Journal on Financial Mathematics
Volume
6
Number
1
Publisher
Society for Industrial and Applied Mathematics
Published in
Paris
Pages
685-712
Publication identifier
10.1137/140981216
Metadata
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Author(s)
Burkovska, O.
Haasdonk, Bernard
Salomon, Julien
Wohlmuth, Barbara
Abstract (EN)
In this paper, we present a reduced basis method for pricing European and Amer-ican options based on the Black-Scholes and Heston model. To tackle each model numerically, weformulate the problem in terms of a time dependent variational equality or inequality. We applya suitable reduced basis approach for both types of options. The characteristic ingredients used inthe method are a combined POD-Greedy and Angle-Greedy procedure for the construction of theprimal and dual reduced spaces. Analytically, we prove the reproduction property of the reducedscheme and derive a posteriori error estimators. Numerical examples are provided, illustrating theapproximation quality and convergence of our approach for the di erent option pricing models. Also,we investigate the reliability and e ectivity of the error estimators.
Subjects / Keywords
Heston model; Black–Scholes model; Reduced basis method; Pricing options
JEL
G12 - Asset Pricing; Trading Volume; Bond Interest Rates

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