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Check Out the Magnitude of High Speed Trading

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  • Check Out the Magnitude of High Speed Trading




    if the percentage of h-s trading was a healthy market thermometer, this one would be dead . . .

    (does that explain the delirious, fever-driven behavior on Wall Street
    )

  • #2
    Re: Check Out the Magnitude of High Speed Trading

    It would be interesting to know what that 65% US figure includes.

    What counts as a "high speed trade"? When I want to trade a stock, I input my order into my broker's computer system. Most of the time I imagine my broker fills my order directly from their own inventory, but occasionally they might need to fill it externally, perhaps on a public exchange. In that case I presume that my order is aggregated with orders from other retail investors and then forwarded to an algorithmic trading system that automatically feeds the orders into the public markets on a best-execution basis. It's hard to imagine it being done any other way nowadays.

    Such trading is "high speed" in human terms, but I presume the above chart relates to proprietary high-frequency trading as distinct to algorithmic execution of investor orders. Pretty much all market making in the US equity markets is now done by high-frequency market makers, i.e. firms that use high-speed computers, co-located in exchange data centers, to place buy and sell limit orders into the exchange order books, and automatically adjust the order prices continuously during the day in response to supply and demand from "liquidity takers" (i.e. investor orders). SO if my order is forwarded by my broker to a public market I would expect it to ultimately trade against a limit order placed in the order book by a HF market maker. If that counts as a "high-speed" trade, then I'd say 65% of US equity trading is a surprisingly low figure.

    Perhaps the 65% figure only include trades where both counter-parties are proprietary high frequency traders? Many such traders make money by moving liquidity from places where it is readily available to places where it is in demand. For example by arbitraging between markets or between securities whose prices are related. While performing this function it's certainly conceivable that HF systems will trade against each other (for example a HF trader doing arbitrage between two markets could execute orders against other orders placed by HF market makers). However, the HF sector as a whole clearly doesn't make any money by trading against itself. If the 65% figure represents HF versus HF trading only, then you'd have to think of it as a form of "overhead" that is incurred by the system as it moves liquidity to where it is needed. In that context it seems high.

    It's hard to judge what this chart is trying to show without knowing the figure represents.

    Comment


    • #3
      Re: Check Out the Magnitude of High Speed Trading

      the accompanying article . . .

      Beyond Wall St., Curbs on High-Speed Trades Proceed

      By NATHANIEL POPPER

      After years of emulating the flashy United States stock markets, countries around the globe are now using America as a model for what they don’t want to look like.

      Industry leaders and regulators in several countries including Canada, Australia and Germany have adopted or proposed limits on high-speed trading and other technological developments that have come to define United States markets.

      The flurry of international activity is particularly striking because regulators have been slow to act in the United States, where trading firms and investors have been hardest hit by a series of market disruptions, including the flash crash of 2010 and the runaway trading in August by Knight Capital that cost it $440 million in just hours. While the Securities and Exchange Commission is hosting a round table on the topic on Tuesday, the agency has not proposed any major new rules this year.

      In contrast, the German government on Wednesday advanced legislation that would, among other things, force high-speed trading firms to register with the government and limit their ability to rapidly place and cancel orders, one of the central strategies used by the firms to take advantage of small changes in the price of stocks. A few hours later, a committee at the European Parliament agreed on similar but broader rules that would apply to all 27 member states of the European Union if governments also give their approval.

      In Australia, the top securities regulator recently stated its intention of bringing computer-driven trading firms under stricter supervision and forcing them to conduct stress testing, to protect “against the type of disruption we have seen recently in other markets.”

      The broadest and fastest changes have come out of Canada, where this spring regulators began increasing the fees charged to firms that flood the market with orders. The research and trading firm ITG found that the change had already made trading more efficient by reducing the crush of data burdening the market’s computer systems.

      Now Canadian trading desks are preparing for rules that will come into effect on Oct. 15 and curtail the growth of the sophisticated trading venues known as dark pools that have proliferated in the United States. While the regulation has been hotly debated, many Canadian bankers and investors have said they don’t want to go any further down the road that has taken the United States from having one major exchange a decade ago to having 13 official exchanges and dozens of dark pools today.

      “We don’t want to look like the U.S., but we have to do it better than we are now,” said Greg Mills, the head of stock trading at the nation’s largest bank, Royal Bank of Canada.

      Canadian executives traveled to Washington last week to speak about what the United States may soon be able to learn from Canada about how to rein in the new high-speed markets.

      “Because the U.S. had moved ahead so fast, we had the opportunity to watch and decide in some cases that there were extremes we didn’t want to go to,” Kevan Cowan, the president of the Toronto Stock Exchange, said at last week’s conference.

      American regulators have faced a growing demand at home for some sort of market reform from traders and exchange executives.
      At a Senate hearing on computerized trading last Thursday, one market analyst called for a moratorium on the new trading venues that have popped up in recent years, while traders on the panel recommended mandatory kill switches that could be flipped in case of technology malfunctions. The senator who called the hearing, Jack Reed, Democrat from Rhode Island, said “our marketplace has been evolving very quickly and it is not clear that our rules have kept up.”

      There are many explanations for the slower pace of reform in the United States, including the crush of work the S.E.C. has had to deal with in completing regulations under the Dodd-Frank financial overhaul law. In addition, many of the largest American market participants, including the big banks, have built high-speed trading desks and dark pools and as a result have a vested interest in protecting them against new regulations.

      The soft-touch approach of American regulators has won praise from many industry participants around the world who say that the rush elsewhere to impose new rules could jeopardize the lower trading costs that have come with the automation of the American markets. Michael Aitken, the chief scientist at the Capital Markets Cooperative Research Center in Australia, said the push for regulation in Australia and much of the rest of the world has been driven by “hysteria” rather than “evidence based policy.”

      Last year an international operator of exchanges, Chi-X, opened the first competitor to the Australian Securities Exchange. Australia’s two exchanges are still a long way from the 13 public exchanges in the United States, but Chi-X has attracted over 7 percent of all Australian trading, largely by catering to high-speed firms. High-speed trading now accounts for 30 percent of all trading in Australia stocks, compared with 65 percent in the United States, according to the consulting firm Celent.

      A coalition of Australian pension funds and investment firms, the Industry Super Network, wrote to the country’s top securities regulator last week supporting recent reform efforts and calling for a wholesale moratorium on new high-speed trading.

      “Structural advantages (largely derived through technology) can unfairly redistribute profits from traditional long-term investors to” high-speed trading firms, the group wrote.

      The European Parliament has been drafting new trading regulations for nearly a year, but the committee doing the work has significantly broadened the proposals since the Knight Capital fiasco. One new rule would require high-speed firms to honor the quotes they submit for at least 500 thousandths of a second, an eternity for firms that are used to submitting and withdrawing quotes in millionths of a second.

      Kay Swinburne, one of six members of the committee that drew up the rules, said that there was “a general feeling that the U.S. markets are still learning from their mistakes.” The committee’s draft was approved Wednesday, but it still faces a long process before coming into law. But Ms. Swinburne, a former banker, said she worries that her fellow committee members may go too far and end up choking off trading, making buying and selling stocks more expensive for more traditional investors.

      In Canada, because of rules that were already in place, the flash crash of 2010 was less severe, taking broad stock indexes down only 4 percent, while they fell over 9 percent in the United States. Canadian regulators recently finished the first stage of a study of the behavior of high-speed trading firms. Earlier this year, they instituted the charges-based data traffic, with firms charged for all the orders they cancel, not just the trades they execute. About a quarter of all stock trading in Canada is done by high-speed firms.

      Additional rules coming into force in Canada are expected to cut the amount of trades going to dark pools, which do not publicly release information about the trading they host. Dark pools began in the United States as places where large investors could go to execute trades without revealing their positions. Today any order can go to one as long as the price is better than on the public exchange, even if by only a thousandth of a penny. Close to 15 percent of all American stock trading now occurs in dark pools.

      Dark pools have been growing quickly in Canada, but starting on Oct. 15 the pools will be allowed to take orders only if they offer a significantly better price.

      Susan Wolburgh Jenah, the chief executive of the Investment Industry Regulatory Organization of Canada, said that her agency was increasingly going its own way.

      “With all this new technology comes responsibility for ensuring that market integrity is not adversely impacted,” she said.

      Comment


      • #4
        Re: Check Out the Magnitude of High Speed Trading

        http://en.wikipedia.org/wiki/High-frequency_trading
        The other key metrics are average hold time and daily trading volume.


        "Put another way, if stocks can be held for as little as a second,
        it makes no difference whether the company even has a future,
        because the future is only one second away."http://www.cross-currents.net/archives/oct11.htm


        What is totally amazing is that control theory can reasonably well explain what's going on and what is likely to happen next. The US financial markets have distinct similarities to the Tacoma Narrows bridge on a windy day.

        Comment


        • #5
          Re: Check Out the Magnitude of High Speed Trading

          Originally posted by LorenS View Post
          http://en.wikipedia.org/wiki/High-frequency_trading
          The other key metrics are average hold time and daily trading volume.


          "Put another way, if stocks can be held for as little as a second,
          it makes no difference whether the company even has a future,
          because the future is only one second away."http://www.cross-currents.net/archives/oct11.htm


          What is totally amazing is that control theory can reasonably well explain what's going on and what is likely to happen next. The US financial markets have distinct similarities to the Tacoma Narrows bridge on a windy day.
          Hmm. It can make perfect sense for a market maker to "hold a stock" for less than a second. Market making involves simultaneously offering to sell and to buy. When your trades are accepted, you earn the spread between the bid/offer prices. Obviously, someone might come along and sell you some shares which you then sell on to someone else a second later. Absolutely nothing wrong with that: market makers are not investors and do not particularly care about the quality or long run prospects of the stocks that they trade. The same is true for many other trading strategies, such as arbitrage - the whole point of which is buy and sell as quickly as possible.

          Trading using these forms of strategies is not new. It used to done by people using manual trades. Nowadays it's done by machines. These strategies are simple and easy to automate. They also depend on speed in a way that long-run investing strategies do not. It makes no sense to have people doing this work, and studies have shown that they are vastly out-performed by machines.

          Is that good or bad news for investors? Well, the people taking the other side of your trades generally are market makers or arbitrageurs. It's in your interest that they should be as efficient and competitive as possible. Nick Leeson of Barings Banks was originally employed as an arbitrage trader working the Singapore and Tokyo markets. Nowadays that sort of thing is completely automated. Better or worse?

          Comment


          • #6
            Re: Check Out the Magnitude of High Speed Trading

            Of course it makes perfect sense, why else would 65% of US stock trades be H-S. What does that leave the analog investor is the question.

            Comment


            • #7
              Re: Check Out the Magnitude of High Speed Trading

              Here's a good synopsis of what high frequency trading is really about and also where the controversy around HFT is really coming from. It's an interview with Manoj Narang, CEO of HFT firm Tradeworx:

              http://www.hftreview.com/pg/blog/mik...x-myths-of-hft

              Comment


              • #8
                Re: Check Out the Magnitude of High Speed Trading

                Originally posted by don View Post
                Of course it makes perfect sense, why else would 65% of US stock trades be H-S. What does that leave the analog investor is the question.
                From the interview with Manoj Narang that I linked in my other post, he gives a good answer (I hope!) to your question:

                .. why would you want the firm that is being hired by your broker to fill your orders to use anything less than the most advanced technology? For the record, I’ve had an account at TD Ameritrade since 1998, when it was known as Datek Online. Since that time, I’ve executed 100% of my discretionary trading activity (which is substantial) in that brokerage account. Though I am the CEO of a firm that has uses advanced technology to engage in HFT, I see no benefits whatsoever to using such infrastructure to execute my discretionary trades, which is why I’m perfectly happy to continue using a run-of-the-mill online brokerage account for this purpose.

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