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題名 Stock Index Options Pricing under Jump Patterns Driven by Market States
作者 劉惠美; 林士貴
Liu, Huimei
Lin, Chao-Yang
Lee, Jia-Ching
Lin, Shih-Kuei
貢獻者 統計系; 金融系
關鍵詞 characteristic function pricing approach ; Esscher transform ; jump-diffusion process with modulated frequency and amplitude ; volatility clustering ; volatility smile
日期 2019-02
上傳時間 4-Mar-2020 15:30:50 (UTC+8)
摘要 This article reports that both jump amplitudes and arrival rates are related to the economic states in the DJX and the SPX markets. It then proposes a jump-diffusion process model with modulated frequency and amplitude (JD-MF-MA) to depict these patterns. Using this model, we also derive a closed-form formula for the European index option through the characteristic function pricing approach. The empirical results show that the model with modulated jumps not only captures the characteristics of returns but also improves pricing performance. Overall, the modulated jump should be the default modeling choice for derivatives pricing models.
關聯 Emerging Markets Finance and Trade, Vol.56, pp.840-859
資料類型 article
DOI https://doi.org/10.1080/1540496X.2018.1563778
dc.contributor 統計系; 金融系-
dc.creator (作者) 劉惠美; 林士貴-
dc.creator (作者) Liu, Huimei-
dc.creator (作者) Lin, Chao-Yang-
dc.creator (作者) Lee, Jia-Ching-
dc.creator (作者) Lin, Shih-Kuei-
dc.date (日期) 2019-02-
dc.date.accessioned 4-Mar-2020 15:30:50 (UTC+8)-
dc.date.available 4-Mar-2020 15:30:50 (UTC+8)-
dc.date.issued (上傳時間) 4-Mar-2020 15:30:50 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/129100-
dc.description.abstract (摘要) This article reports that both jump amplitudes and arrival rates are related to the economic states in the DJX and the SPX markets. It then proposes a jump-diffusion process model with modulated frequency and amplitude (JD-MF-MA) to depict these patterns. Using this model, we also derive a closed-form formula for the European index option through the characteristic function pricing approach. The empirical results show that the model with modulated jumps not only captures the characteristics of returns but also improves pricing performance. Overall, the modulated jump should be the default modeling choice for derivatives pricing models.-
dc.format.extent 1038688 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) Emerging Markets Finance and Trade, Vol.56, pp.840-859-
dc.subject (關鍵詞) characteristic function pricing approach ; Esscher transform ; jump-diffusion process with modulated frequency and amplitude ; volatility clustering ; volatility smile-
dc.title (題名) Stock Index Options Pricing under Jump Patterns Driven by Market States-
dc.type (資料類型) article-
dc.identifier.doi (DOI) 10.1080/1540496X.2018.1563778-
dc.doi.uri (DOI) https://doi.org/10.1080/1540496X.2018.1563778-