The Long Memory of the Efficient Market

Verfasser / Beitragende:
[Fabrizio Lillo, J. Doyne Farmer]
Ort, Verlag, Jahr:
2004
Enthalten in:
Studies in Nonlinear Dynamics & Econometrics, 8/3(2004-09-16)
Format:
Artikel (online)
ID: 378906844
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245 0 4 |a The Long Memory of the Efficient Market  |h [Elektronische Daten]  |c [Fabrizio Lillo, J. Doyne Farmer] 
520 3 |a For the London Stock Exchange we demonstrate that the signs of orders obey a long-memory process. The autocorrelation function decays roughly as a power law with an exponent of 0.6, corresponding to a Hurst exponent H = 0.7. This implies that the signs of future orders are quite predictable from the signs of past orders; all else being equal, this would suggest a very strong market inefficiency. We demonstrate, however, that fluctuations in order signs are compensated for by anti-correlated fluctuations in transaction size and liquidity, which are also long-memory processes that act to make the returns whiter. We show that some institutions display long-range memory and others don’t. 
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700 1 |a Farmer  |D J. Doyne  |u Santa Fe Institute, jdf@santafe.edu  |4 aut 
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