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A time series can be decomposed into two sub-series: a magnitude series and a sign series. Here we analyze separately the scaling properties of the magnitude series and the sign series using the increment time series of cardiac interbeat intervals as an example. We find that time series having...
Persistent link: https://www.econbiz.de/10010589779
. Volatility also scales, but with a cross-over point of 1 day, with long-run correlations being particularly important. …
Persistent link: https://www.econbiz.de/10010589795
time series analysis due to the characteristic features of volatility processes. Provided that one can approximate the … volatility process. …
Persistent link: https://www.econbiz.de/10010589913
We introduce the concept of virtual volatility. This simple but new measure shows how to quantify the uncertainty in … the forecast of the drift component of a random walk. The virtual volatility also is a useful tool in understanding the … portfolio. Finally, we briefly discuss the potential practical effect of the virtual volatility on an investor asset allocation …
Persistent link: https://www.econbiz.de/10010590099
analysis (DFA) to investigate the long range correlation of the volatility in the stock markets, we find that the crossover … phenomena exist in the results of DFA. Further, in the region of small volatility, the scaling behavior is more complicated; in … the region of large volatility, the scaling exponent is close to 0.5, which suggests the market is more efficient. All …
Persistent link: https://www.econbiz.de/10010590109
The dynamics of a stock market with heterogeneous agents is discussed in the framework of a recently proposed spin model for the emergence of bubbles and crashes. We relate the log-returns of stock prices to magnetization in the model and find that it is closely related to trading volume as...
Persistent link: https://www.econbiz.de/10010590787
long persistent time lag and slow decay in the autocorrelation functions of volatility. Besides, we find that the … scales; we also find that the PDFs of volatility, for short time horizons, fit better with a log-normal distribution than …
Persistent link: https://www.econbiz.de/10010590893
of long-range dependence in the volatility of 14 energy and agricultural commodity futures price series using the …
Persistent link: https://www.econbiz.de/10010591032
this method to stock volatility series. The method uses the techniques of the diffusion process and Rényi entropy to focus … on the scaling behaviors of regular volatility and extreme volatility respectively in developed and emerging markets. It … successfully distinguishes their differences where regular volatility exhibits long-range persistence while extreme volatility …
Persistent link: https://www.econbiz.de/10010591035
exponent about four or an exponential-type decay, the volatility, and its correlations depend on the opening effect of each …
Persistent link: https://www.econbiz.de/10010591049