Microstructure noise in the continuous case: the pre-averaging approach

This paper presents a generalized pre-averaging approach for estimating the integrated volatility. This approach also provides consistent estimators of other powers of volatility in particular, it gives feasible ways to consistently estimate the asymptotic variance of the estimator of the integrated volatility. We show that our approach, which possess an intuitive transparency, can generate rate optimal estimators (with convergence rate n-1/4).

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Year of publication:	2007
Authors:	Jacod, Jean ; Li, Yingying ; Mykland, Per A. ; Podolskij, Mark ; Vetter, Mathias
Publisher:	Dortmund : Universität Dortmund, Sonderforschungsbereich 475 - Komplexitätsreduktion in Multivariaten Datenstrukturen
Subject:	consistency \| continuity \| discrete observation \| Itô process \| leverage effect \| pre-averaging \| quarticity \| realized volatility \| stable convergence

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Series:	Technical Report ; 2007,41
Type of publication:	Book / Working Paper
Type of publication (narrower categories):	Working Paper
Language:	English
Other identifiers:	600048799 [GVK] hdl:10419/36612 [Handle] RePEc:zbw:sfb475:200741 [RePEc]
Source:	EconStor

Persistent link: https://www.econbiz.de/10010300691