文章基本信息

标题：Ultra high frequency volatility estimation with dependent microstructure noise
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作者：Ait-Sahalia, Yacine ; Mykland, Per A. ; Zhang, Lan 等
期刊名称：Discussion Paper / Series 1, Economic Studies / Deutsche Bundesbank
出版年度：2005
出版社：Deutsche Bundesbank
摘要：We analyze the impact of time series dependence in market microstructure noise on the properties of estimators of the integrated volatility of an asset price based on data sampled at frequencies high enough for that noise to be a dominant consideration. We show that combining two time scales for that purpose will work even when the noise exhibits time series dependence, analyze in that context a refinement of this approach based on multiple time scales, and compare empirically our different estimators to the standard realized volatility. --
关键词：Market microstructure; Serial dependence; High frequency data; Realized volatility; Subsampling; Two Scales Realized Volatility;