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File name: SSRN-id2254686. ; Size: 2679K
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Low-Frequency Traders in a High-Frequency World: A Survival Guide
Marcos Lopez de Prado Hess Energy Trading Company; Lawrence Berkeley National Laboratory; RCC at Harvard University
September 23, 2012
Abstract:
Multiple empirical studies have shown that Order Flow Imbalance has predictive power over the trading range. The PIN Theory (Easley et al. [1996]) reveals the Microstructure mechanism by which: – Market Makers adjust their trading range to avoid being adversely selected by Informed Traders. – Informed Traders reveal their future trading intentions when they alter the Order Flow. – Consequently, Market Makers’ trading range is a function of the Order Flow imbalance. VPIN is a High Frequency estimate of PIN, which can be used to detect the presence of Informed Traders, monitor liquidity conditions and forecast microstructural volatility.
Number of Pages in PDF File: 41
Keywords: Market Microstructure, VPIN, Order Flow, Informed Traders, Liquidity Providers, Adverse Selection
JEL Classification: C02, D52, D53, G14
working papers series
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Date posted: September 23, 2012
; Last revised: April 22, 2013
Suggested CitationLopez de Prado, Marcos, Low-Frequency Traders in a High-Frequency World: A Survival Guide (September 23, 2012). Available at SSRN: http://ssrn.com/abstract=2150876 or http://dx.doi.org/10.2139/ssrn.2150876
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