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題名 Elucidating Asymmetrical Volatility in Asset Returns and Optimizing Portfolio Choice Using Time-Changed Levy Processes
作者 陳正暉
Chen, Zheng-Hui
廖四郎
Liao, Szu-Lang
貢獻者 金融系
關鍵詞 Optimal portfolio choice; stochastic volatility; time-changed Lévy processes; leverage effect; volatility feedback effect; asymmetric volatility
最適投資組合 ; 隨機波動度 ; 時間轉換Lévy過程 ; 槓桿效果 ; 波動度回饋效果 ; 波動度不對稱
日期 2010-06
上傳時間 21-Nov-2018 12:05:14 (UTC+8)
摘要 This study significantly extends the applicability of time-changed Lévy processes to the portfolio optimization. The leverage effect directly induces the intertemporal asymmetric volatility hedging demand, while the volatility feedback effect exerts a minor influence via the leverage effect under the pure-continuous time-changed Lévy process. Furthermore, the leverage effect still plays a major role while the volatility feedback effect just works over the short-term investment horizon under the infinite-jump Lévy process. Based on the proposed general stochastic asymmetric volatility asset return model, we conclude that the diffusion term is an essential determinant of financial modeling for index dynamics given infinite-activity jump structure.
本研究顯著地發展時間轉換Lévy過程在最適投資組合的運用性。在連續Lévy過程模型設定下,槓桿效果直接地產生跨期波動度不對稱避險需求,而波動度回饋效果則透過槓桿效果間接地發生影響。另外,關於無窮跳躍Lévy過程模型設定部分,槓桿效果仍扮演重要的影響角色,而波動度回饋效果僅在短期投資決策中發生作用。最後,在本研究所提出之一般化隨機波動度不對稱資產報酬動態模型下,得出在無窮跳躍的資產動態模型設定下,擴散項仍為重要的決定項。
關聯 Journal of Financial Studies, Vol.18, No.2, pp.135-166
財務金融學刊 , 18卷2期 , P135-166
資料類型 article
DOI http://dx.doi.org/10.6545/fJFS.2010.18(2).5
dc.contributor 金融系
dc.creator (作者) 陳正暉
dc.creator (作者) Chen, Zheng-Hui
dc.creator (作者) 廖四郎
dc.creator (作者) Liao, Szu-Lang
dc.date (日期) 2010-06
dc.date.accessioned 21-Nov-2018 12:05:14 (UTC+8)-
dc.date.available 21-Nov-2018 12:05:14 (UTC+8)-
dc.date.issued (上傳時間) 21-Nov-2018 12:05:14 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/120954-
dc.description.abstract (摘要) This study significantly extends the applicability of time-changed Lévy processes to the portfolio optimization. The leverage effect directly induces the intertemporal asymmetric volatility hedging demand, while the volatility feedback effect exerts a minor influence via the leverage effect under the pure-continuous time-changed Lévy process. Furthermore, the leverage effect still plays a major role while the volatility feedback effect just works over the short-term investment horizon under the infinite-jump Lévy process. Based on the proposed general stochastic asymmetric volatility asset return model, we conclude that the diffusion term is an essential determinant of financial modeling for index dynamics given infinite-activity jump structure.en_US
dc.description.abstract (摘要) 本研究顯著地發展時間轉換Lévy過程在最適投資組合的運用性。在連續Lévy過程模型設定下,槓桿效果直接地產生跨期波動度不對稱避險需求,而波動度回饋效果則透過槓桿效果間接地發生影響。另外,關於無窮跳躍Lévy過程模型設定部分,槓桿效果仍扮演重要的影響角色,而波動度回饋效果僅在短期投資決策中發生作用。最後,在本研究所提出之一般化隨機波動度不對稱資產報酬動態模型下,得出在無窮跳躍的資產動態模型設定下,擴散項仍為重要的決定項。zh_TW
dc.format.extent 1065242 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) Journal of Financial Studies, Vol.18, No.2, pp.135-166
dc.relation (關聯) 財務金融學刊 , 18卷2期 , P135-166
dc.subject (關鍵詞) Optimal portfolio choice; stochastic volatility; time-changed Lévy processes; leverage effect; volatility feedback effect; asymmetric volatilityen_US
dc.subject (關鍵詞) 最適投資組合 ; 隨機波動度 ; 時間轉換Lévy過程 ; 槓桿效果 ; 波動度回饋效果 ; 波動度不對稱zh_TW
dc.title (題名) Elucidating Asymmetrical Volatility in Asset Returns and Optimizing Portfolio Choice Using Time-Changed Levy Processesen_US
dc.type (資料類型) article
dc.identifier.doi (DOI) 10.6545/JFS.2010.18(2).5
dc.doi.uri (DOI) http://dx.doi.org/10.6545/fJFS.2010.18(2).5