Empirical Study on the Volatility of the Hang-Seng Index
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Abstract
We study the statistical properties of volatility of price fluctuation for the Hang-Seng index in the Hong Kong stock market, they are measured by locally averaging over a time window T, the absolute value of price change over a short time interval Δt. The data include minute-by-minute records of the Hang-Seng index from 3 January 1994 to 28 May 1997. We find that the cumulative distribution of the volatility is consistent with the asymptotic power-law behaviour, characterized by the power exponent μ=2.12 ± 0.04, different from that found in the previous studies as μ approx 3. The volatility distribution remains the same asymptotic power-law behaviour for the time scales from T=10 min to T=80 min. Furthermore, we investigate the volatility correlations by using the power spectrum analysis and detrended fluctuation analysis. Both the methods show a long-range power-law decay with the exponent α=0.636±0.002.
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CAI Shi-Min, ZHOU Pei-Ling, YANG Hui-Jie, YANG Chun-Xia, WANG Bing-Hong, ZHOU Tao. Empirical Study on the Volatility of the Hang-Seng Index[J]. Chin. Phys. Lett., 2006, 23(3): 754-757.
CAI Shi-Min, ZHOU Pei-Ling, YANG Hui-Jie, YANG Chun-Xia, WANG Bing-Hong, ZHOU Tao. Empirical Study on the Volatility of the Hang-Seng Index[J]. Chin. Phys. Lett., 2006, 23(3): 754-757.
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CAI Shi-Min, ZHOU Pei-Ling, YANG Hui-Jie, YANG Chun-Xia, WANG Bing-Hong, ZHOU Tao. Empirical Study on the Volatility of the Hang-Seng Index[J]. Chin. Phys. Lett., 2006, 23(3): 754-757.
CAI Shi-Min, ZHOU Pei-Ling, YANG Hui-Jie, YANG Chun-Xia, WANG Bing-Hong, ZHOU Tao. Empirical Study on the Volatility of the Hang-Seng Index[J]. Chin. Phys. Lett., 2006, 23(3): 754-757.
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