A ReMeDI for Microstructure Noise

Z. Merrick Li and Oliver Linton

Econometrica, 2022, vol. 90, issue 1, 367-389

Abstract: We introduce the Realized moMents of Disjoint Increments (ReMeDI) paradigm to measure microstructure noise (the deviation of the observed asset prices from the fundamental values caused by market imperfections). We propose consistent estimators of arbitrary moments of the microstructure noise process based on high‐frequency data, where the noise process could be serially dependent, endogenous, and nonstationary. We characterize the limit distributions of the proposed estimators and construct confidence intervals under infill asymptotics. Our simulation and empirical studies show that the ReMeDI approach is very effective to measure the scale and the serial dependence of microstructure noise. Moreover, the estimators are quite robust to model specifications, sample sizes, and data frequencies.

Date: 2022
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Citations: View citations in EconPapers (15)

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https://doi.org/10.3982/ECTA17505

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Working Paper: A ReMeDI for Microstructure Noise (2019)
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