Open Access
August 2019 A central limit theorem for the realised covariation of a bivariate Brownian semistationary process
Andrea Granelli, Almut E.D. Veraart
Bernoulli 25(3): 2245-2278 (August 2019). DOI: 10.3150/18-BEJ1052

Abstract

This article presents a weak law of large numbers and a central limit theorem for the scaled realised covariation of a bivariate Brownian semistationary process. The novelty of our results lies in the fact that we derive the suitable asymptotic theory both in a multivariate setting and outside the classical semimartingale framework. The proofs rely heavily on recent developments in Malliavin calculus.

Citation

Download Citation

Andrea Granelli. Almut E.D. Veraart. "A central limit theorem for the realised covariation of a bivariate Brownian semistationary process." Bernoulli 25 (3) 2245 - 2278, August 2019. https://doi.org/10.3150/18-BEJ1052

Information

Received: 1 August 2017; Revised: 1 June 2018; Published: August 2019
First available in Project Euclid: 12 June 2019

zbMATH: 07066256
MathSciNet: MR3961247
Digital Object Identifier: 10.3150/18-BEJ1052

Keywords: bivariate Brownian semistationary process , central limit theorem , Fourth moment theorem , High frequency data , Moving average process , multivariate setting , stable convergence

Rights: Copyright © 2019 Bernoulli Society for Mathematical Statistics and Probability

Vol.25 • No. 3 • August 2019
Back to Top