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STATISTICAL PROPERTIES OF STATISTICAL ENSEMBLES OF STOCK RETURNS

Fabrizio Lillo and Rosario Mantegna
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Fabrizio Lillo: Istituto Nazionale per la Fisica della Materia, Unità di Palermo and Dipartimento di Energetica ed Applicazioni di Fisica, Università di Palermo, Viale delle Scienze, I-90128, Palermo, Italy

International Journal of Theoretical and Applied Finance (IJTAF), 2000, vol. 03, issue 03, 405-408

Abstract: We selectnstocks traded in the New York Stock Exchange and form a statistical ensemble of daily stock returns for each of thektrading days of our database from the stock price time series. We analyze each ensemble of stock returns by extracting its first four central moments. We observe that these moments are fluctuating in time and are stochastic processes themselves. We characterize the statistical properties of central moments by investigating their probability density function and temporal correlation properties.

Date: 2000
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Working Paper: Statistical Properties of Statistical Ensembles of Stock Returns (1999) Downloads
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DOI: 10.1142/S0219024900000279

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