Discrete-Time Approximation of Functionals in Models of Ornstein-Uhlenbeck Type, with Applications to Finance

Verfasser / Beitragende:
[Michael Schröder]
Ort, Verlag, Jahr:
2015
Enthalten in:
Methodology and Computing in Applied Probability, 17/2(2015-06-01), 285-313
Format:
Artikel (online)
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024 7 0 |a 10.1007/s11009-013-9351-x  |2 doi 
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100 1 |a Schröder  |D Michael  |u Keplerstraße 30, 69469, Weinheim, Bergstraße, Germany  |4 aut 
245 1 0 |a Discrete-Time Approximation of Functionals in Models of Ornstein-Uhlenbeck Type, with Applications to Finance  |h [Elektronische Daten]  |c [Michael Schröder] 
520 3 |a The paper provides benchmark approximation techniques for handling in models in continuous-time functional relationships in variables that are sampled discretely over time. The methods are demonstrated for value-functional-type of expectations in models of Ornstein-Uhlenbeck type. Based on Laguerre reduction series, a three-step program for these functionals is shown to result in both a continuous and a discrete time setting. The program is illustrated in the options case and in models based on GIG-distributions, yielding novel series representations for calibration when variance is discretely-sampled in particular. By numerical examples it is shown how the series enable computation accuracies of some 3 decimal places, for example, with just a single digit number of terms; for this the paper considers discretely-sampled situations with dimensions of up to 4 digits, and even in these dimensions significant discrepancies with the continuously-sampled values are found to persist. 
540 |a Springer Science+Business Media New York, 2013 
690 7 |a Lévy processes  |2 nationallicence 
690 7 |a Generalized OU processes  |2 nationallicence 
690 7 |a Orthogonal polynomials  |2 nationallicence 
690 7 |a Laguerre reduction series  |2 nationallicence 
690 7 |a Numerical methods for functionals of Lévy processes  |2 nationallicence 
690 7 |a Stochastic volatility models  |2 nationallicence 
690 7 |a Explicit methods for contingent claim valuation  |2 nationallicence 
773 0 |t Methodology and Computing in Applied Probability  |d Springer US; http://www.springer-ny.com  |g 17/2(2015-06-01), 285-313  |x 1387-5841  |q 17:2<285  |1 2015  |2 17  |o 11009 
856 4 0 |u https://doi.org/10.1007/s11009-013-9351-x  |q text/html  |z Onlinezugriff via DOI 
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900 7 |a Metadata rights reserved  |b Springer special CC-BY-NC licence  |2 nationallicence 
908 |D 1  |a research-article  |2 jats 
949 |B NATIONALLICENCE  |F NATIONALLICENCE  |b NL-springer 
950 |B NATIONALLICENCE  |P 856  |E 40  |u https://doi.org/10.1007/s11009-013-9351-x  |q text/html  |z Onlinezugriff via DOI 
950 |B NATIONALLICENCE  |P 100  |E 1-  |a Schröder  |D Michael  |u Keplerstraße 30, 69469, Weinheim, Bergstraße, Germany  |4 aut 
950 |B NATIONALLICENCE  |P 773  |E 0-  |t Methodology and Computing in Applied Probability  |d Springer US; http://www.springer-ny.com  |g 17/2(2015-06-01), 285-313  |x 1387-5841  |q 17:2<285  |1 2015  |2 17  |o 11009