Estimating the quadratic covariation of an asynchronously observed semimartingale with jumps

Loading...
Thumbnail Image

Date

2013-05-15

Journal Title

Journal ISSN

Volume Title

Publisher

Abstract

We consider estimation of the quadratic (co)variation of a semimartingale from discrete observations which are irregularly spaced under high-frequency asymptotics. In the univariate setting, results from Jacod (2008) are generalized to the case of irregular observations. In the two-dimensional setup under non-synchronous observations, we derive a stable central limit theorem for the estimator by Hayashi and Yoshida (2005) in the presence of jumps. We reveal how idiosyncratic and simultaneous jumps affect the asymptotic distribution. Observation times generated by Poisson processes are explicitly discussed.

Description

Table of contents

Keywords

asynchronous observations, co-jumps, quadratic covariation, statistics of semimartingales

Citation