Private Information and High-Frequency Stochastic Volatility

Verfasser / Beitragende:
[David L. Kelly, Douglas G Steigerwald]
Ort, Verlag, Jahr:
2004
Enthalten in:
Studies in Nonlinear Dynamics & Econometrics, 8/1(2004-03-01)
Format:
Artikel (online)
ID: 378913832
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024 7 0 |a 10.2202/1558-3708.1167  |2 doi 
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245 0 0 |a Private Information and High-Frequency Stochastic Volatility  |h [Elektronische Daten]  |c [David L. Kelly, Douglas G Steigerwald] 
520 3 |a We study the effect of privately informed traders on measured high frequency price changes and trades in asset markets. We use a standard market microstructure framework where exogenous news is captured by signals that informed agents receive. We show that the entry and exit of informed traders following the arrival of news accounts for high-frequency serial correlation in squared price changes (stochastic volatility) and trades. Because the bid-ask spread of the market specialist tends to shrink as individuals trade and reveal their information, the model also accounts for the empirical observation that high-frequency serial correlation is more pronounced in trades than in squared price changes. A calibration test of the model shows that the features of the market microstructure, without serially correlated news, accounts qualitatively for the serial correlation in the data, but predicts less persistence than is present in the data. 
540 |a ©2011 Walter de Gruyter GmbH & Co. KG, Berlin/Boston 
700 1 |a Kelly  |D David L.  |u University of Miami, dkelly@miami.edu  |4 aut 
700 1 |a Steigerwald  |D Douglas G.  |u University of California, Santa Barbara, doug@econ.ucsb.edu  |4 aut 
773 0 |t Studies in Nonlinear Dynamics & Econometrics  |d De Gruyter  |g 8/1(2004-03-01)  |q 8:1  |1 2004  |2 8  |o snde 
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950 |B NATIONALLICENCE  |P 700  |E 1-  |a Kelly  |D David L.  |u University of Miami, dkelly@miami.edu  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Steigerwald  |D Douglas G.  |u University of California, Santa Barbara, doug@econ.ucsb.edu  |4 aut 
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