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Ensemble properties of securities traded in the NASDAQ market

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  • Lillo, Fabrizio
  • Mantegna, Rosario N.

Abstract

We study the price dynamics of stocks traded in the NASDAQ market by considering the statistical properties of an ensemble of stocks traded simultaneously. For each trading day of our database, we study the ensemble return distribution by extracting its first two central moments. According to the previous results obtained for the NYSE market, we find that the second moment is a long-range correlated variable. We compare time-averaged and ensemble-averaged price returns and we show that the two averaging procedures lead to different statistical results.

Suggested Citation

  • Lillo, Fabrizio & Mantegna, Rosario N., 2001. "Ensemble properties of securities traded in the NASDAQ market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 299(1), pages 161-167.
    • Handle: RePEc:eee:phsmap:v:299:y:2001:i:1:p:161-167
    DOI: 10.1016/S0378-4371(01)00291-6
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    Cited by:

    1. Gonçalves, Rui & Ferreira, Helena & Stollenwerk, Nico & Pinto, Alberto Adrego, 2010. "Universal fluctuations of the AEX index," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(21), pages 4776-4784.
    2. Wang, Dong-Hua & Yu, Xiao-Wen & Suo, Yuan-Yuan, 2012. "Statistical properties of the yuan exchange rate index," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(12), pages 3503-3512.
    3. Chatterjee, Soumya & Mukherjee, Indranil & Barat, P., 2018. "Analysis of the behaviour of the detrended BSE sensex data," Chaos, Solitons & Fractals, Elsevier, vol. 113(C), pages 186-196.
    4. Gu, Gao-Feng & Zhou, Wei-Xing, 2007. "Statistical properties of daily ensemble variables in the Chinese stock markets," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 383(2), pages 497-506.
    5. Rui Gonc{c}alves & Helena Ferreira & Alberto Pinto, 2010. "Universality in DAX index returns fluctuations," Papers 1004.1136, arXiv.org, revised Apr 2010.

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