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On the valuation of fader and discrete barrier options in Heston's Stochastic Volatility Model

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  • Griebsch, Susanne
  • Wystup, Uwe

Abstract

We focus on closed-form option pricing in Heston's stochastic volatility model, in which closed-form formulas exist only for few option types. Most of these closed-form solutions are constructed from characteristic functions. We follow this approach and derive multivariate characteristic functions depending on at least two spot values for different points in time. The derived characteristic functions are used as building blocks to set up (semi-) analytical pricing formulas for exotic options with payoffs depending on finitely many spot values such as fader options and discretely monitored barrier options. We compare our result with different numerical methods and examine accuracy and computational times.

Suggested Citation

  • Griebsch, Susanne & Wystup, Uwe, 2008. "On the valuation of fader and discrete barrier options in Heston's Stochastic Volatility Model," CPQF Working Paper Series 17, Frankfurt School of Finance and Management, Centre for Practical Quantitative Finance (CPQF).
  • Handle: RePEc:zbw:cpqfwp:17
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    1. Carl Chiarella & Andrew Ziogas, 2009. "American Call Options Under Jump-Diffusion Processes - A Fourier Transform Approach," Applied Mathematical Finance, Taylor & Francis Journals, vol. 16(1), pages 37-79.
    2. Demidova-Menzel, Nadeshda & Heidorn, Thomas, 2007. "Gold in the investment portfolio," Frankfurt School - Working Paper Series 87, Frankfurt School of Finance and Management.
    3. Ansgar Belke & Thorsten Polleit, 2005. "(How) Do Stock Market Returns React to Monetary Policy? - An ARDL Cointegration Analysis for Germany," Diskussionspapiere aus dem Institut für Volkswirtschaftslehre der Universität Hohenheim 253/2005, Department of Economics, University of Hohenheim, Germany.
    4. Cremers, Heinz & Walzner, Jens, 2007. "Risikosteuerung mit Kreditderivaten unter besonderer Berücksichtigung von Credit Default Swaps," Frankfurt School - Working Paper Series 80, Frankfurt School of Finance and Management.
    5. Roger Lord & Remmert Koekkoek & Dick Van Dijk, 2010. "A comparison of biased simulation schemes for stochastic volatility models," Quantitative Finance, Taylor & Francis Journals, vol. 10(2), pages 177-194.
    6. Ansgar Belke & Thorsten Polleit, 2007. "How the ECB and the US Fed set interest rates," Applied Economics, Taylor & Francis Journals, vol. 39(17), pages 2197-2209.
    7. Almer, Thomas & Heidorn, Thomas & Schmaltz, Christian, 2008. "The dynamics of short- and long-term CDS-spreads of banks," Frankfurt School - Working Paper Series 95, Frankfurt School of Finance and Management.
    8. Schanz, Kay-Michael & Richard, Jörg & Schalast, Christoph, 2004. "Unternehmen im Prime Standard staying public oder going private? Nutzenanalyse der Börsennotiz," Frankfurt School - Working Paper Series 60, Frankfurt School of Finance and Management.
    9. Mark Broadie & Özgür Kaya, 2006. "Exact Simulation of Stochastic Volatility and Other Affine Jump Diffusion Processes," Operations Research, INFORMS, vol. 54(2), pages 217-231, April.
    10. Darrell Duffie & Jun Pan & Kenneth Singleton, 2000. "Transform Analysis and Asset Pricing for Affine Jump-Diffusions," Econometrica, Econometric Society, vol. 68(6), pages 1343-1376, November.
    11. Schalast, Christoph & Ockens, Klaas & Jobe, Clemens J. & Safran, Robert, 2006. "Work-out und Servicing von notleidenden Krediten: Berichte und Referate des HfB-NPL Servicing Forums 2006," Frankfurt School - Working Paper Series 76, Frankfurt School of Finance and Management.
    12. Heston, Steven L, 1993. "A Closed-Form Solution for Options with Stochastic Volatility with Applications to Bond and Currency Options," The Review of Financial Studies, Society for Financial Studies, vol. 6(2), pages 327-343.
    13. Hirsch, Christian & Bannier, Christina E., 2007. "The economics of rating watchlists: Evidence from rating changes," CFS Working Paper Series 2008/02, Center for Financial Studies (CFS).
    14. Heidorn, Thomas & Siragusano, Tindaro, 2004. "Die Anwendbarkeit der Behavioral Finance im Devisenmarkt," Frankfurt School - Working Paper Series 52, Frankfurt School of Finance and Management.
    15. Demidova-Menzel, Nadeshda & Heidorn, Thomas, 2007. "Commodities in asset management," Frankfurt School - Working Paper Series 81, Frankfurt School of Finance and Management.
    16. Kilin, Fiodar, 2006. "Accelerating the calibration of stochastic volatility models," MPRA Paper 2975, University Library of Munich, Germany, revised 22 Apr 2007.
    17. Schalast, Christoph, 2008. "Der deutsche NPL-Markt 2007: aktuelle Entwicklungen, Verkauf und Bewertung ; Berichte und Referate des NPL-Forums 2007," Frankfurt School - Working Paper Series 90, Frankfurt School of Finance and Management.
    18. Susanne Kruse & Ulrich Nögel, 2005. "On the pricing of forward starting options in Heston’s model on stochastic volatility," Finance and Stochastics, Springer, vol. 9(2), pages 233-250, April.
    19. Schalast, Christoph & Stralkowski, Ingo, 2008. "10 Jahre deutsche Buyouts," Frankfurt School - Working Paper Series 89, Frankfurt School of Finance and Management.
    20. Bannier, Christina E. & Grote, Michael H., 2008. "Equity gap? - Which equity gap? On the financing structure of Germany's Mittelstand," Frankfurt School - Working Paper Series 106, Frankfurt School of Finance and Management.
    21. Herrmann-Pillath, Carsten, 2008. "The naturalistic turn in economics: implications for the theory of finance," Frankfurt School - Working Paper Series 105, Frankfurt School of Finance and Management.
    22. Polleit, Thorsten & Gerdesmeier, Dieter, 2005. "Measures of excess liquidity," Frankfurt School - Working Paper Series 65, Frankfurt School of Finance and Management.
    23. Löchel, Horst & Baumann, Stefan, 2006. "The endogeneity approach of the theory of optimum currency areas: what does it mean for ASEAN + 3?," Frankfurt School - Working Paper Series 70, Frankfurt School of Finance and Management.
    24. Grunbichler, Andreas & Longstaff, Francis A., 1996. "Valuing futures and options on volatility," Journal of Banking & Finance, Elsevier, vol. 20(6), pages 985-1001, July.
    25. Polleit, Thorsten, 2004. "The slowdown in German bank lending - revisited," Frankfurt School - Working Paper Series 53, Frankfurt School of Finance and Management.
    26. Löhr, Andreas & Cremers, Heinz, 2007. "Deskription und Bewertung strukturierter Produkte unter besonderer Berücksichtigung verschiedener Marktszenarien," Frankfurt School - Working Paper Series 82, Frankfurt School of Finance and Management.
    27. Heidorn, Thomas & Gerhold, Mirko, 2004. "Investitionen und Emissionen von Convertible Bonds (Wandelanleihen)," Frankfurt School - Working Paper Series 50, Frankfurt School of Finance and Management.
    28. Kilin, Fiodar, 2007. "Accelerating the calibration of stochastic volatility models," CPQF Working Paper Series 6, Frankfurt School of Finance and Management, Centre for Practical Quantitative Finance (CPQF).
    29. Unknown, 2005. "Forward," 2005 Conference: Slovenia in the EU - Challenges for Agriculture, Food Science and Rural Affairs, November 10-11, 2005, Moravske Toplice, Slovenia 183804, Slovenian Association of Agricultural Economists (DAES).
    30. Christina Bannier, 2007. "Heterogeneous multiple bank financing: does it reduce inefficient credit-renegotiation incidences?," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 21(4), pages 445-470, December.
    31. Heimer, Thomas & Arend, Sebastian, 2008. "The genesis of the Black-Scholes option pricing formula," Frankfurt School - Working Paper Series 98, Frankfurt School of Finance and Management.
    32. Shephard, N.G., 1991. "From Characteristic Function to Distribution Function: A Simple Framework for the Theory," Econometric Theory, Cambridge University Press, vol. 7(4), pages 519-529, December.
    33. Heidorn, Thomas & Pleißner, Mathias, 2008. "Determinanten europäischer CMBS spreads: ein empirisches Modell zur Bestimmung der Risikoaufschläge von commercial mortgage-backed securities (CMBS)," Frankfurt School - Working Paper Series 101, Frankfurt School of Finance and Management.
    34. Gerdesmeier, Dieter & Roffia, Barbara, 2007. "Monetary analysis: a VAR perspective," Frankfurt School - Working Paper Series 78, Frankfurt School of Finance and Management.
    35. Wollersheim, Jutta & Barthel, Erich, 2008. "Kulturunterschiede bei Mergers & Acquisitions: Entwicklung eines Konzeptes zur Durchführung einer Cultural Due Diligence," Frankfurt School - Working Paper Series 94, Frankfurt School of Finance and Management.
    36. Gerdesmeier, Dieter & Roffia, Barbara, 2005. "The relevance of real-time data in estimating reaction functions for the euro area," The North American Journal of Economics and Finance, Elsevier, vol. 16(3), pages 293-307, December.
    37. Dickler, Robert A. & Schalast, Christoph, 2006. "Distressed debt in Germany: What's next? Possible innovative exit strategies," Frankfurt School - Working Paper Series 73, Frankfurt School of Finance and Management.
    38. Becker, Gernot M. & Seeger, Norbert, 2003. "Internationale Cash Flow-Rechnungen aus Eigner- und Gläubigersicht," Frankfurt School - Working Paper Series 48, Frankfurt School of Finance and Management.
    39. Heun, Michael & Schlink, Torsten, 2004. "Early warning systems of financial crises: implementation of a currency crisis model for Uganda," Frankfurt School - Working Paper Series 59, Frankfurt School of Finance and Management.
    40. Löchel, Horst & Polleit, Thorsten, 2005. "A case for money in the ECB monetary policy strategy," Frankfurt School - Working Paper Series 61, Frankfurt School of Finance and Management.
    41. Chevalier, Pierre & Heidorn, Thomas & Krieger, Christian, 2003. "Temperaturderivate zur strategischen Absicherung von Beschaffungs- und Absatzrisiken," Frankfurt School - Working Paper Series 49, Frankfurt School of Finance and Management.
    42. Vetter, Michael & Cremers, Heinz, 2008. "Das IRB-Modell des Kreditrisikos im Vergleich zum Modell einer logarithmisch normalverteilten Verlustfunktion," Frankfurt School - Working Paper Series 102, Frankfurt School of Finance and Management.
    43. Heimer, Thomas & Hölscher, Luise & Werner, Matthias Ralf, 2008. "Access to finance and venture capital for industrial SMEs," Frankfurt School - Working Paper Series 97, Frankfurt School of Finance and Management.
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    Cited by:

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    2. Dietmar Harhoff & Elisabeth Mueller & John Van Reenen, 2014. "What are the Channels for Technology Sourcing? Panel Data Evidence from German Companies," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 23(1), pages 204-224, March.
    3. Akira Yamazaki, 2016. "Generalized Barndorff-Nielsen And Shephard Model And Discretely Monitored Option Pricing," International Journal of Theoretical and Applied Finance (IJTAF), World Scientific Publishing Co. Pte. Ltd., vol. 19(04), pages 1-34, June.
    4. Alexander Libman & Vladimir Kozlov & André Schultz, 2012. "Roving Bandits in Action: Outside Option and Governmental Predation in Autocracies," Kyklos, Wiley Blackwell, vol. 65(4), pages 526-562, November.
    5. Susanne Griebsch & Kay Pilz, 2012. "A Stochastic Approach to the Valuation of Barrier Options in Heston's Stochastic Volatility Model," Research Paper Series 309, Quantitative Finance Research Centre, University of Technology, Sydney.
    6. Xingchun Wang, 2022. "Valuing fade-in options with default risk in Heston–Nandi GARCH models," Review of Derivatives Research, Springer, vol. 25(1), pages 1-22, April.
    7. Boeing, Philipp & Mueller, Elisabeth & Sandner, Philipp, 2012. "What makes Chinese firms productive? Learning from indigenous and foreign sources of knowledge," Frankfurt School - Working Paper Series 196, Frankfurt School of Finance and Management.
    8. Susanne Griebsch, 2013. "The evaluation of European compound option prices under stochastic volatility using Fourier transform techniques," Review of Derivatives Research, Springer, vol. 16(2), pages 135-165, July.
    9. Kostka, Genia & Moslener, Ulf & Andreas, Jan G., 2011. "Barriers to energy efficiency improvement: Empirical evidence from small-and-medium sized enterprises in China," Frankfurt School - Working Paper Series 178, Frankfurt School of Finance and Management.
    10. Yu, Xiaofan, 2011. "A spatial interpretation of the persistency of China's provincial inequality," Frankfurt School - Working Paper Series 171, Frankfurt School of Finance and Management.
    11. Böing, Philipp & Müller, Elisabeth, 2012. "Technological Capabilities of Chinese Enterprises: Who is Going to Compete Abroad?," VfS Annual Conference 2012 (Goettingen): New Approaches and Challenges for the Labor Market of the 21st Century 62081, Verein für Socialpolitik / German Economic Association.

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    More about this item

    Keywords

    exotic options; Heston Model; Characteristic Function; Multidimensional Fast Fourier Transforms;
    All these keywords.

    JEL classification:

    • G13 - Financial Economics - - General Financial Markets - - - Contingent Pricing; Futures Pricing

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