Asymmetric statistics of order books: The role of discreteness and evidence for strategic order placement
| Autor: | Matthieu Cristelli, Luciano Pietronero, Fabio Ciulla, Andrea Zaccaria, V. Alfi |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2010 |
| Předmět: |
Statistical Finance (q-fin.ST)
Quantitative Finance - Trading and Market Microstructure media_common.quotation_subject Complex system Quantitative Finance - Statistical Finance Asymmetry Trading and Market Microstructure (q-fin.TR) FOS: Economics and business Stock exchange Order (exchange) Statistics financial-markets price-impact Order book Data analysis Relaxation (approximation) Limit (mathematics) Mathematics media_common |
| Zdroj: | Physical review. E, Statistical, nonlinear, and soft matter physics 81 (2010): 066101. doi:10.1103/PhysRevE.81.066101 info:cnr-pdr/source/autori:A. Zaccaria (1,2); M. Cristelli (1,2); V. Alfi (1,3); F. Ciulla(1); L. Pietronero (1,2)/titolo:Asymmetric statistics of order books: The role of discreteness and evidence for strategic order placement/doi:10.1103%2FPhysRevE.81.066101/rivista:Physical review. E, Statistical, nonlinear, and soft matter physics (Print)/anno:2010/pagina_da:066101/pagina_a:/intervallo_pagine:066101/volume:81 |
| DOI: | 10.1103/PhysRevE.81.066101 |
| Popis: | We show that the statistics of spreads in real order books is characterized by an intrinsic asymmetry due to discreteness effects for even or odd values of the spread. An analysis of data from the NYSE order book points out that traders' strategies contribute to this asymmetry. We also investigate this phenomenon in the framework of a microscopic model and, by introducing a non-uniform deposition mechanism for limit orders, we are able to quantitatively reproduce the asymmetry found in the experimental data. Simulations of our model also show a realistic dynamics with a sort of intermittent behavior characterized by long periods in which the order book is compact and liquid interrupted by volatile configurations. The order placement strategies produce a non-trivial behavior of the spread relaxation dynamics which is similar to the one observed in real markets. 18 pages, 12 figures |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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