# Slow decay of impact in equity markets: insights from the ANcerno   database

**Authors:** Fr\'ed\'eric Bucci, Michael Benzaquen, Fabrizio Lillo, Jean-Philippe, Bouchaud

arXiv: 1901.05332 · 2019-01-23

## TL;DR

This empirical study analyzes how price impacts from institutional metaorders in US equity markets decay over time, revealing a slow, power-law decay that converges to a persistent impact level over approximately 50 days.

## Contribution

It provides the first large-scale empirical analysis of impact decay using over 8 million metaorders, highlighting the slow, long-lasting nature of impact decay.

## Key findings

- Impact decays to about 2/3 of peak within the same day.
- Decay follows a power-law at short time scales.
- Impact converges to roughly 50% of initial impact over 50 days.

## Abstract

We present an empirical study of price reversion after the executed metaorders. We use a data set with more than 8 million metaorders executed by institutional investors in the US equity market. We show that relaxation takes place as soon as the metaorder ends:{while at the end of the same day it is on average $\approx 2/3$ of the peak impact, the decay continues the next days, following a power-law function at short time scales, and converges to a non-zero asymptotic value at long time scales (${\sim 50}$ days) equal to $\approx 1/2$ of the impact at the end of the first day.} Due to a significant, multiday correlation of the sign of executed metaorders, a careful deconvolution of the \emph{observed} impact must be performed to extract the estimate of the impact decay of isolated metaorders.

## Full text

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## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/1901.05332/full.md

## References

25 references — full list in the complete paper: https://tomesphere.com/paper/1901.05332/full.md

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Source: https://tomesphere.com/paper/1901.05332