dorsal/arxiv
View SchemaLiquidity and the multiscaling properties of the volume traded on the stock market
| Authors | Zoltan Eisler, Janos Kertesz |
|---|---|
| Categories | |
| ArXiv ID | physics/0606161 |
| URL | https://arxiv.org/abs/physics/0606161 |
| DOI | 10.1209/0295-5075/77/28001 |
| Journal | Europhys. Lett. 77, 28001 (2007) |
Abstract
We investigate the correlation properties of transaction data from the New York Stock Exchange. The trading activity f(t) of each stock displays a crossover from weaker to stronger correlations at time scales 60-390 minutes. In both regimes, the Hurst exponent H depends logarithmically on the liquidity of the stock, measured by the mean traded value per minute. All multiscaling exponents tau(q) display a similar liquidity dependence, which clearly indicates the lack of a universal form assumed by other studies. The origin of this behavior is both the long memory in the frequency and the size of consecutive transactions.
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"abstract": "We investigate the correlation properties of transaction data from the New\nYork Stock Exchange. The trading activity f(t) of each stock displays a\ncrossover from weaker to stronger correlations at time scales 60-390 minutes.\nIn both regimes, the Hurst exponent H depends logarithmically on the liquidity\nof the stock, measured by the mean traded value per minute. All multiscaling\nexponents tau(q) display a similar liquidity dependence, which clearly\nindicates the lack of a universal form assumed by other studies. The origin of\nthis behavior is both the long memory in the frequency and the size of\nconsecutive transactions.",
"arxiv_id": "physics/0606161",
"authors": [
"Zoltan Eisler",
"Janos Kertesz"
],
"categories": [
"physics.soc-ph",
"q-fin.ST"
],
"doi": "10.1209/0295-5075/77/28001",
"journal_ref": "Europhys. Lett. 77, 28001 (2007)",
"title": "Liquidity and the multiscaling properties of the volume traded on the stock market",
"url": "https://arxiv.org/abs/physics/0606161"
},
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