A comparison of option prices under different pricing measures in a stochastic volatility model with correlation
This paper investigates option prices in an incomplete stochastic volatility model with correlation. In a general setting, we prove an ordering result which says that prices for European options with convex payoffs are decreasing in the market price of volatility risk. As an example, and as our mai...
| Main Authors: | , , , |
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| Format: | Journal article |
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2003
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| _version_ | 1826258139673001984 |
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| author | Henderson, V Hobson, D Howison, S Kluge, T |
| author_facet | Henderson, V Hobson, D Howison, S Kluge, T |
| author_sort | Henderson, V |
| collection | OXFORD |
| description | This paper investigates option prices in an incomplete stochastic volatility model with correlation. In a general setting, we prove an ordering result which says that prices for European options with convex payoffs are decreasing in the market price of volatility risk. As an example, and as our main motivation, we investigate option pricing under the class of $q$-optimal pricing measures. The $q$-optimal pricing measure is related to the marginal utility indifference price of an agent with constant relative risk aversion. Using the ordering result, we prove comparison theorems between option prices under the minimal martingale, minimal entropy and variance-optimal pricing measures. If the Sharpe ratio is deterministic, the comparison collapses to the well known result that option prices computed under these three pricing measures are the same. As a concrete example, we specialize to a variant of the Hull-White or Heston model for which the Sharpe ratio is increasing in volatility. For this example we are able to deduce option prices are decreasing in the parameter $q$. Numerical solution of the pricing pde corroborates the theory and shows the magnitude of the differences in option price due to varying $q$. |
| first_indexed | 2024-03-06T18:29:18Z |
| format | Journal article |
| id | oxford-uuid:0918876f-02f4-4d35-8408-784e290b9c52 |
| institution | University of Oxford |
| last_indexed | 2024-03-06T18:29:18Z |
| publishDate | 2003 |
| record_format | dspace |
| spelling | oxford-uuid:0918876f-02f4-4d35-8408-784e290b9c522022-03-26T09:16:18ZA comparison of option prices under different pricing measures in a stochastic volatility model with correlationJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:0918876f-02f4-4d35-8408-784e290b9c52Mathematical Institute - ePrints2003Henderson, VHobson, DHowison, SKluge, TThis paper investigates option prices in an incomplete stochastic volatility model with correlation. In a general setting, we prove an ordering result which says that prices for European options with convex payoffs are decreasing in the market price of volatility risk. As an example, and as our main motivation, we investigate option pricing under the class of $q$-optimal pricing measures. The $q$-optimal pricing measure is related to the marginal utility indifference price of an agent with constant relative risk aversion. Using the ordering result, we prove comparison theorems between option prices under the minimal martingale, minimal entropy and variance-optimal pricing measures. If the Sharpe ratio is deterministic, the comparison collapses to the well known result that option prices computed under these three pricing measures are the same. As a concrete example, we specialize to a variant of the Hull-White or Heston model for which the Sharpe ratio is increasing in volatility. For this example we are able to deduce option prices are decreasing in the parameter $q$. Numerical solution of the pricing pde corroborates the theory and shows the magnitude of the differences in option price due to varying $q$. |
| spellingShingle | Henderson, V Hobson, D Howison, S Kluge, T A comparison of option prices under different pricing measures in a stochastic volatility model with correlation |
| title | A comparison of option prices under different pricing measures in a stochastic volatility model with correlation |
| title_full | A comparison of option prices under different pricing measures in a stochastic volatility model with correlation |
| title_fullStr | A comparison of option prices under different pricing measures in a stochastic volatility model with correlation |
| title_full_unstemmed | A comparison of option prices under different pricing measures in a stochastic volatility model with correlation |
| title_short | A comparison of option prices under different pricing measures in a stochastic volatility model with correlation |
| title_sort | comparison of option prices under different pricing measures in a stochastic volatility model with correlation |
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