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This paper examines every NASDAQ ITCH feed message for the S&P 500 stocks for 2012 and identifies clusters of extremely high and extremely low limit order cancellation activity. We find results consistent with the ideas that cancel clusters are the result of high frequency traders jockeying for...
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volatility, but liquidity was reduced; (2) liquidity deterioration affected more the sell than the buy side of the LOB; (3) high …-frequency activity (HFT) diminished during SSR, reinforcing volatility; (4) negative effects on liquidity and HFT diminished and … disappeared as the ban was lifted; (5) HFT unidirectionally Granger causes 1 min realized volatility while the natural logarithm …
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