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題名 Asymmetric volatility, volatility clustering, and herding agents with a borrowing constraint
作者 Yamamoto, Ryuichi
山本竜市
貢獻者 國貿系
關鍵詞 Asymmetric volatility; Econophysicss; Empirical research; Nearest neighbors; Simulation analysis; Spin models; Stock market; Volatility clustering; Spin dynamics; Simulators
日期 2010-03
上傳時間 29-Jun-2015 17:12:33 (UTC+8)
摘要 Recent empirical research has documented asymmetric volatility and volatility clustering in stock markets. We conjecture that a limit of arbitrage due to a borrowing constraint and herding behavior by investors are related to these phenomena. This study conducts simulation analyses on a spin model where borrowing constrained agents imitate their nearest neighbors but switch their strategies to a different one intermittently. We show that herding matters for volatility clustering while a borrowing constraint intensifies the asymmetry of volatility through the herding effect. © 2009 Elsevier B.V. All rights reserved.
關聯 Physica A: Statistical Mechanics and its Applications, 389(6), 1208-1214
資料類型 article
DOI http://dx.doi.org/10.1016/j.physa.2009.11.038
dc.contributor 國貿系
dc.creator (作者) Yamamoto, Ryuichi
dc.creator (作者) 山本竜市zh_TW
dc.date (日期) 2010-03
dc.date.accessioned 29-Jun-2015 17:12:33 (UTC+8)-
dc.date.available 29-Jun-2015 17:12:33 (UTC+8)-
dc.date.issued (上傳時間) 29-Jun-2015 17:12:33 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/76091-
dc.description.abstract (摘要) Recent empirical research has documented asymmetric volatility and volatility clustering in stock markets. We conjecture that a limit of arbitrage due to a borrowing constraint and herding behavior by investors are related to these phenomena. This study conducts simulation analyses on a spin model where borrowing constrained agents imitate their nearest neighbors but switch their strategies to a different one intermittently. We show that herding matters for volatility clustering while a borrowing constraint intensifies the asymmetry of volatility through the herding effect. © 2009 Elsevier B.V. All rights reserved.
dc.format.extent 397929 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) Physica A: Statistical Mechanics and its Applications, 389(6), 1208-1214
dc.subject (關鍵詞) Asymmetric volatility; Econophysicss; Empirical research; Nearest neighbors; Simulation analysis; Spin models; Stock market; Volatility clustering; Spin dynamics; Simulators
dc.title (題名) Asymmetric volatility, volatility clustering, and herding agents with a borrowing constraint
dc.type (資料類型) articleen
dc.identifier.doi (DOI) 10.1016/j.physa.2009.11.038
dc.doi.uri (DOI) http://dx.doi.org/10.1016/j.physa.2009.11.038