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https://hdl.handle.net/10356/139429
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DC Field | Value | Language |
---|---|---|
dc.contributor.author | Liu, Bingyan | en_US |
dc.date.accessioned | 2020-05-19T07:52:39Z | - |
dc.date.available | 2020-05-19T07:52:39Z | - |
dc.date.issued | 2020 | - |
dc.identifier.uri | https://hdl.handle.net/10356/139429 | - |
dc.description.abstract | We propose a method to solve the problem of asset allocation for option portfolios using simulations. Our method improved the OOPS(Optimal option portfolio strategies) proposed by Jose and Santa. We apply a simulation method based on Heston volatility model and optimization method based on utility maximization of constant relative risk aversion function. A detailed algorithm is designed to support dynamic rebalance of the option portfolio. The method has achieved a Sharpe ratio of 1.73. | en_US |
dc.language.iso | en | en_US |
dc.publisher | Nanyang Technological University | en_US |
dc.subject | Science::Mathematics::Applied mathematics::Simulation and modeling | en_US |
dc.subject | Science::Mathematics::Applied mathematics::Optimization | en_US |
dc.title | Optimal option portfolio selection with simulation techniques | en_US |
dc.type | Final Year Project (FYP) | en_US |
dc.contributor.supervisor | PUN Chi Seng | en_US |
dc.contributor.school | School of Physical and Mathematical Sciences | en_US |
dc.description.degree | Bachelor of Science in Mathematics and Economics | en_US |
dc.contributor.supervisoremail | cspun@ntu.edu.sg | en_US |
item.grantfulltext | restricted | - |
item.fulltext | With Fulltext | - |
Appears in Collections: | SPMS Student Reports (FYP/IA/PA/PI) |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
FYP_Liu Bingyan.pdf Restricted Access | 2.31 MB | Adobe PDF | View/Open |
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