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Inferring Information Frequency and Quality

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Author Info
John Owens
Douglas G. Steigerwald

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Abstract

We develop a microstructure model that, in contrast to previous models, allows one to estimate the frequency and quality of private information. In addition, the model produces stationary asset price and trading volume series. We find evidence that information arrives frequently within a day and that this information is of high quality. The frequent arrival of information, while in contrast to previous microstructure model estimates, accords with nonmodel-based estimates and the related literature testing the mixture-of-distributions hypothesis. To determine if the estimates are correctly reflecting the arrival of latent information, we estimate the parameters over half-hour intervals within the day. Comparison of the parameter estimates with measures of persistent price changes reveals that the estimates reflect the arrival of latent information. Copyright 2005, Oxford University Press.

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File URL: http://hdl.handle.net/10.1093/jjfinec/nbi024
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Publisher Info
Article provided by Oxford University Press in its journal Journal of Financial Econometrics.

Volume (Year): 3 (2005)
Issue (Month): 4 ()
Pages: 500-524
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Handle: RePEc:oup:jfinec:v:3:y:2005:i:4:p:500-524

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  1. Francis X. Diebold & Georg H. Strasser, 2008. "On the Correlation Structure of Microstructure Noise in Theory and Practice," Boston College Working Papers in Economics 692, Boston College Department of Economics. [Downloadable!]
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This page was last updated on 2009-10-23.


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