dorsal/arxiv
View SchemaCharacteristic time scales of tick quotes on foreign currency markets: an empirical study and agent-based model
| Authors | Aki-Hiro Sato |
|---|---|
| Categories | |
| ArXiv ID | physics/0512163 |
| URL | https://arxiv.org/abs/physics/0512163 |
| DOI | 10.1140/epjb/e2006-00125-x |
| Journal | European Physical Journal B, Vol. 50 (2006) pp.137--140 |
Abstract
Power spectrum densities for the number of tick quotes per minute (market activity) on three currency markets (USD/JPY, EUR/USD, and JPY/EUR) for periods from January 1999 to December 2000 are analyzed. We find some peaks on the power spectrum densities at a few minutes. We develop the double-threshold agent model and confirm that stochastic resonance occurs for the market activity of this model. We propose a hypothesis that the periodicities found on the power spectrum densities can be observed due to stochastic resonance.
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"abstract": "Power spectrum densities for the number of tick quotes per minute (market\nactivity) on three currency markets (USD/JPY, EUR/USD, and JPY/EUR) for periods\nfrom January 1999 to December 2000 are analyzed. We find some peaks on the\npower spectrum densities at a few minutes. We develop the double-threshold\nagent model and confirm that stochastic resonance occurs for the market\nactivity of this model. We propose a hypothesis that the periodicities found on\nthe power spectrum densities can be observed due to stochastic resonance.",
"arxiv_id": "physics/0512163",
"authors": [
"Aki-Hiro Sato"
],
"categories": [
"physics.data-an",
"q-fin.TR"
],
"doi": "10.1140/epjb/e2006-00125-x",
"journal_ref": "European Physical Journal B, Vol. 50 (2006) pp.137--140",
"title": "Characteristic time scales of tick quotes on foreign currency markets: an empirical study and agent-based model",
"url": "https://arxiv.org/abs/physics/0512163"
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