High Frequency Trading and Mini Flash Crashes

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High Frequency Trading and Mini Flash Crashes

Anton Golub
John Keane
Ser-Huang Poon
Published on 11/28/2012
Equities
Stocks
United States (US)
High frequency trading
Liquidity risk premium
Event Driven
Risk management

This research paper investigates Mini Flash Crashes, also referred to as Flash Equity Failures, in US equity markets by analyzing data from the four most volatile months between 2006 and 2011. The study challenges prior research by identifying regulation framework and market fragmentation as the key drivers of these events, rather than other factors previously considered. Specifically, it highlights the role of aggressive Intermarket Sweep Orders and the limitations of Regulation NMS, which only protects the Top of the Book, in precipitating these crashes.

The methodology involves empirical analysis of market data during high-volatility periods, focusing on regulatory impacts and fragmentation effects. The findings reveal strong evidence that Mini Flash Crashes have a detrimental effect on market liquidity and are associated with Fleeting Liquidity, where liquidity appears and disappears rapidly. This work contributes to quantitative finance by providing new insights into market microstructure and regulatory implications, emphasizing the need for policy adjustments to mitigate such disruptions in high-frequency trading environments.

Highlights

  • 1Analysis of Mini Flash Crashes in US equity markets during volatile periods from 2006-2011
  • 2Identification of regulation framework and market fragmentation as primary causes, contrasting previous studies
  • 3Focus on aggressive use of Intermarket Sweep Orders and Regulation NMS limitations
  • 4Demonstration of adverse impact on market liquidity and association with Fleeting Liquidity

Methods

  • M
    Empirical analysis of market data from four volatile months in 2006-2011
  • M
    Examination of regulatory frameworks, particularly Regulation NMS and Intermarket Sweep Orders
  • M
    Assessment of market fragmentation effects on liquidity and crash occurrences

Results

  • R
    Mini Flash Crashes are primarily caused by regulation and market fragmentation, not previously emphasized factors
  • R
    Aggressive use of Intermarket Sweep Orders and Regulation NMS's protection of only Top of the Book contribute significantly
  • R
    These crashes negatively affect market liquidity and are linked to Fleeting Liquidity phenomena
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