The use of the Hurst exponent to predict changes in trends on the Warsaw Stock Exchange

被引:50
作者
Domino, Krzysztof [1 ]
机构
[1] Inst Fizyki, PL-4007 Katowice, Poland
关键词
Econophysics; Time series; Warsaw Stock Exchange; Hurst exponent; Detrendet fluctuation analysis; Statistical research; LONG-RANGE CORRELATIONS; CRASH;
D O I
10.1016/j.physa.2010.04.015
中图分类号
O4 [物理学];
学科分类号
070305 [高分子化学与物理];
摘要
The local properties of the time series of the evolution of share prices of 126 significant companies traded on the Warsaw Stock Exchange during the period between 1991-2008 have been investigated. The analysis was applied to daily financial returns. I have used the local DFA to obtain the Hurst exponent (diffusion coefficient) while searching for negative correlations by which changes of long-term trends would be effected. A certain evidence, proving that after the signature of anti-correlation - the drop in the Hurst exponent - the change in the trend and in the return rate of an investment is probable, was pointed out. Hence after further investigation this method may be useful as a part of an investment strategy. As the Warsaw Stock Exchange is relatively smaller and younger than other significant world Stock Exchanges - and as the developing market is less efficient - the generalization for others markets needs further investigation. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:98 / 109
页数:12
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