Thanks for taking questions on this stuff! Have you followed the academic research on HFT, and do you have any opinions on it?
One particular question I have, there is a paper by Baron Brogaard and Kirilenko that use S&P 500 futures data to estimate how much HFTs make trading the ES. They have CFTC account data that lets them figure out who the HFTs are by trading patterns. Do you think this approach makes sense, or are they making statements on their profits based on looking at trades that are often one piece of a multileg strategy? Maybe hedges against stock or option trades, or one side of spreads against some other index futures contract?
One particular question I have, there is a paper by Baron Brogaard and Kirilenko that use S&P 500 futures data to estimate how much HFTs make trading the ES. They have CFTC account data that lets them figure out who the HFTs are by trading patterns. Do you think this approach makes sense, or are they making statements on their profits based on looking at trades that are often one piece of a multileg strategy? Maybe hedges against stock or option trades, or one side of spreads against some other index futures contract?