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来源类型Working Paper
规范类型报告
DOI10.3386/w16469
来源IDWorking Paper 16469
On the Correlation Structure of Microstructure Noise: A Financial Economic Approach
Francis X. Diebold; Georg Strasser
发表日期2010-10-14
出版年2010
语种英语
摘要We introduce the financial economics of market microstructure into the financial econometrics of asset return volatility estimation. In particular, we use market microstructure theory to derive the cross-correlation function between latent returns and market microstructure noise, which feature prominently in the recent volatility literature. The cross-correlation at zero displacement is typically negative, and cross-correlations at nonzero displacements are positive and decay geometrically. If market makers are sufficiently risk averse, however, the cross-correlation pattern is inverted. Our results are useful for assessing the validity of the frequently-assumed independence of latent price and microstructure noise, for explaining observed cross-correlation patterns, for predicting as-yet undiscovered patterns, and for making informed conjectures regarding improved volatility estimation methods.
主题Econometrics ; Estimation Methods ; Microeconomics ; Economics of Information ; Financial Economics ; Financial Markets ; Financial Institutions
URLhttps://www.nber.org/papers/w16469
来源智库National Bureau of Economic Research (United States)
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资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/574143
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GB/T 7714
Francis X. Diebold,Georg Strasser. On the Correlation Structure of Microstructure Noise: A Financial Economic Approach. 2010.
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