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題名 Crossover behavior of stock returns and mean square displacements of particles governed by the Langevin equation
作者 馬文忠
Ma, Wen-Jong ; Wang, Shih-Chieh ; Chen, Chi-Ning ; Hu, Chin-Kun
貢獻者 應物所
日期 2013.06
上傳時間 6-Dec-2013 14:29:20 (UTC+8)
摘要 It is found that the mean square log-returns calculated from the high-frequency oneday moving average of US and Taiwan stocks with the time internal τ show ballistic behavior θτα1 with the exponent α1 ≈ 2 for small τ and show diffusion-like behavior Dτα2 with the exponent α2 ≈ 1 for large τ . Such a crossover behavior can be well described by the mean square displacements of particles governed by the Langevin equation of motion. Thus, θ and D can be considered, respectively, as the temperature-like and diffusivity-like kinetic parameters of the market, and they can be used to characterize the behavior of the market.
關聯 Europhysics Letters, 102(6), 66003-p1-p6
資料類型 article
DOI http://dx.doi.org/10.1209/0295-5075/102/66003
dc.contributor 應物所en_US
dc.creator (作者) 馬文忠zh_TW
dc.creator (作者) Ma, Wen-Jong ; Wang, Shih-Chieh ; Chen, Chi-Ning ; Hu, Chin-Kunen_US
dc.date (日期) 2013.06en_US
dc.date.accessioned 6-Dec-2013 14:29:20 (UTC+8)-
dc.date.available 6-Dec-2013 14:29:20 (UTC+8)-
dc.date.issued (上傳時間) 6-Dec-2013 14:29:20 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/62211-
dc.description.abstract (摘要) It is found that the mean square log-returns calculated from the high-frequency oneday moving average of US and Taiwan stocks with the time internal τ show ballistic behavior θτα1 with the exponent α1 ≈ 2 for small τ and show diffusion-like behavior Dτα2 with the exponent α2 ≈ 1 for large τ . Such a crossover behavior can be well described by the mean square displacements of particles governed by the Langevin equation of motion. Thus, θ and D can be considered, respectively, as the temperature-like and diffusivity-like kinetic parameters of the market, and they can be used to characterize the behavior of the market.en_US
dc.format.extent 1518546 bytes-
dc.format.mimetype application/pdf-
dc.language.iso en_US-
dc.relation (關聯) Europhysics Letters, 102(6), 66003-p1-p6en_US
dc.title (題名) Crossover behavior of stock returns and mean square displacements of particles governed by the Langevin equationen_US
dc.type (資料類型) articleen
dc.identifier.doi (DOI) 10.1209/0295-5075/102/66003en_US
dc.doi.uri (DOI) http://dx.doi.org/10.1209/0295-5075/102/66003en_US