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題名 What Causes Persistence of Stock Return Volatility?One Possible Explanation with an Artificial Stock Market
作者 山本竜市
RYUICHI YAMAMOTO
關鍵詞 Asset pricing; learning; evolution; volatility clustering
日期 2006
上傳時間 19-Oct-2010 22:09:59 (UTC+8)
摘要 This paper explores a possible cause of persistence in stock return volatility. Artificial stock markets are examined with different learning mechanisms, i.e. imitative and experiential learning. The simulation result shows that an economy with imitative learning gives rise to persistence of return volatility while an experiential learning economy does not. We find that volatility becomes persistent as investors learn through imitating the prediction methods of others. Imitation is crucial to producing the persistence in stock return volatility.
關聯 New Mathematics and Natural Computation, Vol.2, No.3, pp.261-270
資料類型 article
DOI http://dx.doi.org/10.1142/S1793005706000555
dc.creator (作者) 山本竜市zh_TW
dc.creator (作者) RYUICHI YAMAMOTO-
dc.date (日期) 2006-
dc.date.accessioned 19-Oct-2010 22:09:59 (UTC+8)-
dc.date.available 19-Oct-2010 22:09:59 (UTC+8)-
dc.date.issued (上傳時間) 19-Oct-2010 22:09:59 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/47286-
dc.description.abstract (摘要) This paper explores a possible cause of persistence in stock return volatility. Artificial stock markets are examined with different learning mechanisms, i.e. imitative and experiential learning. The simulation result shows that an economy with imitative learning gives rise to persistence of return volatility while an experiential learning economy does not. We find that volatility becomes persistent as investors learn through imitating the prediction methods of others. Imitation is crucial to producing the persistence in stock return volatility.-
dc.language zh_TWen
dc.language.iso en_US-
dc.relation (關聯) New Mathematics and Natural Computation, Vol.2, No.3, pp.261-270en
dc.subject (關鍵詞) Asset pricing; learning; evolution; volatility clustering-
dc.title (題名) What Causes Persistence of Stock Return Volatility?One Possible Explanation with an Artificial Stock Marketen
dc.type (資料類型) articleen
dc.identifier.doi (DOI) 10.1142/S1793005706000555-
dc.doi.uri (DOI) http://dx.doi.org/10.1142/S1793005706000555-