Market Liquidity Estimation in a High-Frequency Setup.

Autor: Avdiu, Kujtim
Předmět:
Zdroj: Journal of Risk & Financial Management; Sep2023, Vol. 16 Issue 9, p415, 26p
Abstrakt: This article deals with the identification of a superior forecasting method for market liquidity using a calibrated Heston model for the bid/ask price path simulation instead of a standard Brownian motion, as well as a compound Poisson process and inverse transform sampling for the generation of the bid/ask volume distribution. We show that the simulated trading volumes converge to one single value, which can be used as a liquidity estimator, and find that the calibrated Heston model as well as the inverse transform sampling are superior to both the use of standard Brownian motion and compound Poisson process. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index