dorsal/arxiv
View SchemaThe dynamics of traded value revisited
| Authors | Zoltan Eisler, Janos Kertesz |
|---|---|
| Categories | |
| ArXiv ID | physics/0608018 |
| URL | https://arxiv.org/abs/physics/0608018 |
| DOI | 10.1016/j.physa.2007.02.009 |
Abstract
We conclude from an analysis of high resolution NYSE data that the distribution of the traded value $f_i$ (or volume) has a finite variance $\sigma_i$ for the very large majority of stocks $i$, and the distribution itself is non-universal across stocks. The Hurst exponent of the same time series displays a crossover from weakly to strongly correlated behavior around the time scale of 1 day. The persistence in the strongly correlated regime increases with the average trading activity $\ev{f_i}$ as $H_i=H_0+\gamma\log\ev{f_i}$, which is another sign of non-universal behavior. The existence of such liquidity dependent correlations is consistent with the empirical observation that $\sigma_i\propto\ev{f_i}^\alpha$, where $\alpha$ is a non-trivial, time scale dependent exponent.
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"abstract": "We conclude from an analysis of high resolution NYSE data that the\ndistribution of the traded value $f_i$ (or volume) has a finite variance\n$\\sigma_i$ for the very large majority of stocks $i$, and the distribution\nitself is non-universal across stocks. The Hurst exponent of the same time\nseries displays a crossover from weakly to strongly correlated behavior around\nthe time scale of 1 day. The persistence in the strongly correlated regime\nincreases with the average trading activity $\\ev{f_i}$ as\n$H_i=H_0+\\gamma\\log\\ev{f_i}$, which is another sign of non-universal behavior.\nThe existence of such liquidity dependent correlations is consistent with the\nempirical observation that $\\sigma_i\\propto\\ev{f_i}^\\alpha$, where $\\alpha$ is\na non-trivial, time scale dependent exponent.",
"arxiv_id": "physics/0608018",
"authors": [
"Zoltan Eisler",
"Janos Kertesz"
],
"categories": [
"physics.soc-ph",
"q-fin.ST"
],
"doi": "10.1016/j.physa.2007.02.009",
"title": "The dynamics of traded value revisited",
"url": "https://arxiv.org/abs/physics/0608018"
},
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