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High Frequency Market Microstructure Noise Estimates and Liquidity Measures

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  • Yacine Ait-Sahalia
  • Jialin Yu

Abstract

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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Bibliographic Info

Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 13825.

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Date of creation: Feb 2008
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Publication status: published as Ait-Sahalia, Yacine and Jialin Yu "High Frequency Market Microstructure Noise Estimates and Liquidity Measures," Annals of Applied Statistics, 2009, 3, 422-457.
Handle: RePEc:nbr:nberwo:13825

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Cited by:
  1. Guido Russi, 2012. "Estimating the Leverage Effect Using High Frequency Data," Review of Economics & Finance, Better Advances Press, Canada, vol. 2, pages 1-24, February.
  2. Masahiro Watanabe, 2003. "A Model of Stochastic Liquidity," Yale School of Management Working Papers ysm385, Yale School of Management.

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