English

Fourier instantaneous estimators and the Epps effect

Statistical Finance 2020-09-28 v2 Trading and Market Microstructure

Abstract

We compare the Malliavin-Mancino and Cuchiero-Teichmann Fourier instantaneous estimators to investigate the impact of the Epps effect arising from asynchrony in the instantaneous estimates. We demonstrate the instantaneous Epps effect under a simulation setting and provide a simple method to ameliorate the effect. We find that using the previous tick interpolation in the Cuchiero-Teichmann estimator results in unstable estimates when dealing with asynchrony, while the ability to bypass the time domain with the Malliavin-Mancino estimator allows it to produce stable estimates and is therefore better suited for ultra-high frequency finance. An empirical analysis using Trade and Quote data from the Johannesburg Stock Exchange illustrates the instantaneous Epps effect and how the intraday correlation dynamics can vary between days for the same equity pair.

Cite

@article{arxiv.2007.03453,
  title  = {Fourier instantaneous estimators and the Epps effect},
  author = {Patrick Chang},
  journal= {arXiv preprint arXiv:2007.03453},
  year   = {2020}
}

Comments

17 pages, 10 figures, 2 tables. Link to the supporting Julia code: https://github.com/CHNPAT005/PC-FIE

R2 v1 2026-06-23T16:55:05.639Z