股指的分形布朗运动模型和Hurst指数与转移概率
Fractal Brownian Motion Model and Its Hurst Exponent and Transition Probability
摘要: 股指时间序列被发现具有分形特性,基于分形市场假说,本文将建立一个分形布朗运动模型来描述股指的波动,通过比较模拟时间序列与实际股指序列的Hurst指数,估算出股指序列的转移概率。
Abstract: The stock index sequence was discovered to have fractal Brownian properties. We propose a fractal Brownian motion model to describe the stock index fluctuation based on the fractal market hypothesis. Through comparing the Hurst exponents of the fractal simulation sequence and the realistic stock index se-quence, we obtain the transition probability of the stock index sequence.
文章引用:傅勐哲, 梁世东. 股指的分形布朗运动模型和Hurst指数与转移概率[J]. 应用物理, 2011, 1(3): 97-101. http://dx.doi.org/10.12677/app.2011.13016

参考文献

[1] J. X. Y. Kong, Y. Ding, Z. L. Wang, et al. Single-crystal nanorings formed by epitaxial self-coiling of polar nanobelts. Science, 2004, 303: 1348.
[2] X. Y. Kong, Z. L. Wang. Spontaneous polarization-induced nanohelixes, nanosprings, and nanorings of piezoelectric nanobelts. Nano Letters, 2003, 3(12): 1625.
[3] 谢耩, 温建忠, 汪国平等. 聚合物表面银纳米颗粒的大面积均匀沉积及其应用[J]. 物理学报, 2005, 54(1): 242.
[4] 黄运华, 张跃, 白雪冬等. ZnO双晶纳米梳[J]. 物理学报, 2006, 55(3): 1491
[5] IIDA. T. Takuya, H. Ishihara. Optical manipulation of nano materials under quantum mechanical resonance conditions. IEICE- Transactions on Electronics, 2005, E88-C(9): 1809.
[6] P. Baglioni, R. Giorgi. Soft and hard nanomaterials for restoration and conservation of cultural heritage. Soft Matter, 2006, 2(4): 293.
[7] 汪长征, 杨瑞明, 杨智等. 阳极氧化铝模板的制备研究[J]. 云南冶金, 2005, 34(1): 43-45.
[8] 陈大鹏, 杨瑞明, 张鹏翔等. 用AAO模板及脉冲激光溅射制备量子点阵[J]. 云南大学学报(自然科学版), 2004, 26(2): 134-138.
[9] H. Yan, H. S. Choe, S. W. Nam, et al. Programmable nanowire circuits for nanoprocessors. Nature, 2011, 470: 240-244.
[10] A. P. Li, F. Müller, A. Birner, et al. Polycrystalline nanopore arrays with hexagonal ordering on aluminum. Advanced Materials, 1999, 17(4): 1248.
[11] O. Jessensky, F. Müller and U. Gösele. Self-organized formation of hexagonal pore arrays in anodic alumina. Applied Physics Letters, 1998, 72(10): 1173.
[12] U. Khan, I. O’Connor, Y. K. Gun’ko, et al. The preparation of hybrid films of carbon nanotubes and nano-graphite/graphene with excellent mechanical and electrical properties. Carbon, 2010, 48 (10): 2825-2830.
[13] Y. Lei, R. Zhao, Y. Zhan, et al. Generation of multiwalled carbon nanotubes from iron—Phthalocyanine polymer and their novel dielectric properties. Chemical Physics Letters, 2010, 496(1-3): 139-142.
[14] V. P. Parkhutik, V. I. Shershulsky. Theoretical modelling of porous oxide growth on aluminium. Journal of Physics D: Applied Physics, 1992, 25(8): 1258-1264.