High frequency market microstructure noise estimates and liquidity measures

Details High frequency market microstructure noise estimates and liquidity measures High frequency market microstructure noise estimates and liquidity measures

2009-06-08

arxiv.org/abs/0906.1444v1

Annals of Applied Statistics 2009, Vol. 3, No. 1, 422-457

Statistics

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Published in at http://dx.doi.org/10.1214/08-AOAS200 the Annals of Applied Statistics (http://www.imstat.org/aoas/) by the Ins

Scientific paper

10.1214/08-AOAS200

Using recent advances in the econometrics literature, we disentangle from high frequency observations on the transaction prices of a large sample of NYSE stocks a fundamental component and a microstructure noise component. We then relate these statistical measurements of market microstructure noise to observable characteristics of the underlying stocks and, in particular, to different financial measures of their liquidity. We find that more liquid stocks based on financial characteristics have lower noise and noise-to-signal ratio measured from their high frequency returns. We then examine whether there exists a common, market-wide, factor in high frequency stock-level measurements of noise, and whether that factor is priced in asset returns.

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