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[转贴] High-Frequency Firms Triple Trades in Rout

High-Frequency Firms Triple Trades in Rout
QBy Nina Mehta - Aug 12, 2011 6:16 AM ET

The stock market’s fastest electronic firms boosted trading threefold during the rout that erased $2.2 trillion from U.S. equity values, stepping up strategies that profit from volatility, according to one of their biggest brokers.

The increase from Aug. 1 to Aug. 10 over their 2011 average surpassed the 80 percent rise in U.S. equity volume, showing that high-frequency traders made up more of the market during the plunge, Gary Wedbush, executive vice president and head of capital markets at Wedbush Securities, said in a telephone interview. Wedbush is the largest broker supplying bids and offers on the Nasdaq Stock Market, according to exchange data.

“We’re seeing a tremendous amount of high-frequency trading,” said Wedbush, whose company is one of the biggest execution and clearing brokers catering to high-speed firms. “Their business is a trading business, and volatility creates far more opportunities. Some of their algorithms and automated systems are trading two, three or five times as many shares as they would have in a more normalized volatility environment.”

The role of high-frequency firms in periods of market swings has come under scrutiny since the May 6, 2010, crash that briefly erased $862 billion from U.S. share values. In contrast to their behavior this month, the traders and other professional investors were said to have withdrawn bids as the 2010 selloff worsened, according to a Sept. 30 report from the Securities and Exchange Commission and Commodity Futures Trading Commission.

Rising Volume
Equity volume from Aug. 4 through Aug. 10 was a record for any five-day period, according to data compiled by Bloomberg and Credit Suisse Group AG. The daily average of 15.97 billion shares beat the previous record of 15.94 billion from Sept. 15 through Sept. 19, 2008. Lehman Brothers Holdings Inc. (LEHMQ) filed for bankruptcy on Sept. 15.

Wedbush, which has about 1,000 employees including about 400 in Los Angeles, has been the largest provider of bids to buy and offers to sell shares on Nasdaq every month this year, according to data from Nasdaq OMX Group Inc. (NDAQ) The next-largest was Morgan Stanley in New York.

Daily volume averaged 7.5 billion shares in the first half of 2011 when the Chicago Board Options Exchange Volatility Index, or VIX, was 18.04. It rose 80 percent to 13.6 billion shares from Aug. 1 through Aug. 10 while the VIX climbed to 32.69 and the S&P 500 slid 13 percent. The VIX measures the cost of using options as insurance against declines in the Standard & Poor’s 500 Index.

Rapid Orders
High-frequency trading is a technique that relies on the rapid and automated placement of orders, many of which are immediately updated or canceled, as part of strategies such as market making and statistical arbitrage and tactics based on momentum. It accounted for about 53 percent of trading earlier this year, down from 61 percent in 2009, according to Tabb Group LLC, a New York-based financial industry research firm. In 2006 it was 26 percent of the market, Tabb said.

Wedbush estimated the firms have made up 75 percent of American equity volume in August. They have boosted trading in shares of Apple Inc. (AAPL), Google Inc., Bank of America Corp. and Goldman Sachs Group Inc. since early July after reducing business the first half of 2011, Wedbush said. The traders are active in the SPDR S&P 500 ETF Trust, iShares Russell 2000 Index Fund and other exchange-traded funds, he said.

Regulatory Probe
U.S. prosecutors have joined a regulatory investigation into whether some high-speed traders are manipulating markets by posting and immediately canceling waves of rapid-fire orders, two officials said in April. Justice Department investigators are working with the SEC to review practices “that are potentially manipulative,” according to Marc Berger, chief of the Securities and Commodities Task Force at the U.S. Attorney’s Office for the Southern District of New York.

Algorithms, or strategies that execute bigger orders by breaking them into smaller pieces and sending them to different exchanges, also use high-frequency techniques. Mutual, pension and hedge funds employ algorithms built by brokers or vendors to automate some of their trading instead of manually placing orders in markets or turning to humans to buy or sell blocks.

Wedbush said professionals who add bids and offers on exchanges make trading more efficient and reduce the cost to investors of buying and selling shares.

Adding Liquidity
“The bulk of high frequency traders are adding liquidity to the marketplace,” Wedbush said. “Automated traders employ a myriad of strategies that seek to profit from a stock’s short- term volatility, but the mass of HFT is adding liquidity by being on both sides of the market or doing creation/redemption arbitrage for ETFs.”

Authorized brokers can buy the stocks in an index and swap them for shares in an ETF based on the benchmark, or sell ETF units and get shares of its companies. That reduces price differences between an ETF and the index on which it’s based.

High-frequency firms generally focus on the most active securities, with about 80 percent of their trading limited to the 20 percent that are the most popular, Wedbush said.

Futures on the S&P 500 climbed 0.3 percent at 6:11 a.m. in New York today after the gauge surged 4.6 percent to 1,172.64 yesterday. The index had plunged as much as 18 percent from its 2011 high and traded at 12.3 times reported earnings on Aug. 10, the lowest valuation since March 2009, according to data compiled by Bloomberg. Dow Jones Industrial Average futures rose 28 points, or 0.3 percent, to 11,112 today.

63% of Volume
Tim Quast, founder of ModernNetworks IR LLC, a Denver-based consulting firm that advises Cisco Systems Inc., Accenture Plc and other companies about market structure and trading, estimates that high-frequency firms are handling about 63 percent of U.S. equities volume, up from about 61 percent in July and down from last year’s 70 percent.

Surges and rapid declines in the S&P 500 are being driven by institutional investors turning over baskets of stocks and investment banks hedging positions in response to actions by central banks in Japan, Switzerland, Europe and the U.S., Quast said. Institutional investments generally focus on correlation between products and asset classes whereas speculative trading is driven by divergence from historical price relationships among stocks, indexes, currencies and other gauges, he said.

“Institutions are engaged in massive efforts to transfer risk across multiple asset classes because of fluctuations in the yen, franc, euro and U.S. dollar,” Quast said. His firm saw shifts in institutional money increase beginning on Aug. 4. “This is causing volume and volatility to increase, which in turn attracts volatility traders,” he said.

Trading Range
The S&P 500 has moved in an average range of 2.65 percentage points between intraday highs and lows in the past month, the biggest gyrations since the 20-minute crash on May 6, 2010. That pushed the VIX up 50 percent to 48 on Aug. 8, the biggest surge since February 2007, then down 27 percent the next day for the second-largest drop in its 21-year history.

“You can look at a VIX chart and that’s almost perfectly correlated to high-frequency trading volumes,” said Wedbush, who returned early from a family vacation in Lake Arrowhead, California, to monitor trading at the firm as volatility rose.

Other senior executives cut short their holidays, Wedbush said. Employees in the company’s technology and operations department, who normally get to the office at 3 a.m. Los Angeles time, have worked extra hours each day to run reports and deal with trade breaks that must be reconciled. The only problems Wedbush has seen is delays in reports about trades settling at the end of the day.

‘Heightened’ Monitoring
The brokerage is conducting the same type of risk and technology monitoring it does every day although it’s been “heightened,” Wedbush said. The investment bank also buys and sells shares for institutional customers like mutual funds and engages in proprietary trading. He added that one reason the securities industry has functioned smoothly even as volume surged is increased automation.

“There’s been a tremendous amount of investment by broker- dealers and exchanges in the last three years,” he said. “Because of cost-saving efforts and the commission environment being squeezed, people have had to automate their systems. Automation brings less chance for human errors and it’s paid off in this time of high risk, volume and volatility.”
以前4 姐喜欢骂花姐这帮孙子,现在只好骂计算机这帮孙子。花姐这帮孙子在裁员,
计算机这帮孙子在加码。
怎么玩都玩不过计算机啊,除非散户也用计算机交易
以前4 姐喜欢骂花姐这帮孙子,现在只好骂计算机这帮孙子。花姐这帮孙子在裁员,
计算机这帮孙子在加码。
buhuyou 发表于 2011-8-12 11:20


哈哈,4姐自己就是高频,人类的高频,只是她快不过计算机,才骂花街孙子地!
HF才给10万资金,太小气了
电子高频交易(HFT)改变了 trader 的交易策略
来源: Bigdolly 于 2011-08-13 10:51:24

相比一年前,电子交易市场每天处理的数据量增加了4倍达到1trillion字节每天。但是另一个趋势是交易本上的挂牌单减少了10倍。以emini的ES为例,你现在能看见的单子向上向下只有各2000单。

为什么会这样?

事实上,HFT的程序可以根据交易本上的单子决定他最好的策略。它确定一个方向之后,可以快速的吃掉所有向上向下的单子,使得事前亮处自己价格底牌的单子蒙受亏损。这也是现在市场起伏更加剧烈的原因。

这样的例子也导致现在诱空诱多越来越频繁,而且诱空诱多的深度也越来越大。

尤其是在关键的技术点位,如果有很多的埋伏单,比如很多人决定100元买入,止损设在2%,HFT的程序会马上把价格打到97吃掉你的止损,然后再瞬间回头。

所以市场上现在选择market交易的单子越来越多,过早的亮出底牌现在更加容易被HFT吃掉。

改进的策略,除了少用固定的单价去bid之外,还包括:

(1)用小仓位,设立更宽的止损;

(2)减少交易次数;

(3)在关键的支撑或阻力位,用trailing的单子止损止赢。上面的例子,应该用100元时,trailing 1%的买单进入。
1

评分人数

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日的,你再发行$20万亿美债,那美债更liquid。
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