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How to Kill a Black Swan Remy Briand and David Owyong ...

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quotes during active trading periods. In active trading periods,<br />

spreads are frequently as narrow as a penny per share between<br />

the bid <strong>and</strong> offer for some of the most actively traded ETFs.<br />

These periods of active trading are the best time <strong>to</strong> trade ETFs.<br />

<strong>How</strong>ever, if trading is not active, the quotes in the market tend<br />

<strong>to</strong> reflect a wide spread between the bid <strong>and</strong> the offer.<br />

The Brave New World<br />

Of High-Frequency Electronic Trading<br />

Few individual inves<strong>to</strong>rs have the kind of information professional<br />

traders use or the capability <strong>to</strong> change their bids <strong>and</strong><br />

offers as fast as the quotes on an ETF share change in common<br />

market situations. Professional traders <strong>and</strong> market makers not<br />

only calculate intraday bid/offer values for ETF shares continuously<br />

throughout the trading day, they use au<strong>to</strong>mated quote<br />

management systems that can change their ETF bids <strong>and</strong> offers<br />

in a millisecond or so (a millisecond is 0.001 of a second) every<br />

time the bid or offer changes for any security in the ETF’s portfolio.<br />

The fact that regular-session ETF trading volume usually<br />

exceeds 2 billion shares per day is partly due <strong>to</strong> the speed of<br />

order entry <strong>and</strong> execution <strong>to</strong> capture small changes in value.<br />

The quest for speed of execution has led the Nasdaq market <strong>to</strong><br />

boast “peak [round-trip] trading speeds of 250 microseconds”<br />

(a microsecond is 0.001 of a millisecond). In this high-speed<br />

environment, time lags associated with information traveling<br />

even a few hundred miles at approximately the speed of light<br />

confer a premium value on computer centers located within a<br />

few yards of an exchange order-matching system.<br />

If you have access <strong>to</strong> an institutional equity trading desk,<br />

ask <strong>to</strong> see an active montage moni<strong>to</strong>r of the best bids <strong>and</strong><br />

offers from all the markets trading SPY or QQQQ during regular<br />

trading hours. I have not included a static example of the<br />

montage moni<strong>to</strong>r because a snapshot cannot convey a sense<br />

of the frequent <strong>and</strong> rapid changes in bid <strong>and</strong> offer prices <strong>and</strong><br />

sizes. I have not seen comparable displays from any other<br />

activity except, perhaps, the last digit in an electronic sign<br />

showing an update of the estimated U.S. population. The<br />

census sign has only one or two high-frequency flashing digits.<br />

The montage moni<strong>to</strong>r looks like a time-lapse video of a<br />

beehive. An individual inves<strong>to</strong>r can benefit from high-speed<br />

trading developments <strong>to</strong> the extent that they compress bid/<br />

offer spreads in actively traded ETFs. Inves<strong>to</strong>rs using actively<br />

traded benchmark index ETFs trade in a very efficient market<br />

thanks <strong>to</strong> high-speed trading.<br />

Au<strong>to</strong>-quote systems eliminate most of the need for h<strong>and</strong>son<br />

attention by a market maker’s or professional trader’s<br />

staff. Consequently, even though the bid/offer spread is usually<br />

wider in a less actively traded ETF, the quote updates in<br />

the less active shares will still be more frequent than quote<br />

updates in a similarly active common s<strong>to</strong>ck. The frequency<br />

of quote changes is linked <strong>to</strong> the number <strong>and</strong> price volatility<br />

of positions in the ETF portfolio as well as <strong>to</strong> trading activity<br />

in the ETF shares. While the quality of the quotation services<br />

available <strong>to</strong> inves<strong>to</strong>rs varies, it is usually possible <strong>to</strong> get a current<br />

bid <strong>and</strong> offer as well as the quantity bid for or offered for<br />

an ETF of interest. Because the best bid <strong>and</strong> offer are more<br />

useful than the every-15-second NAV proxy (that you cannot<br />

trade with anyway), the size of the best bid <strong>and</strong> offer <strong>and</strong> the<br />

spread between them are the best indica<strong>to</strong>rs of how many<br />

shares you can trade easily <strong>and</strong> at what price you might expect<br />

<strong>to</strong> complete a transaction. This bid <strong>and</strong> offer information is<br />

key <strong>to</strong> effective trading in the conventional ETF market.<br />

Figure 3 shows ETF share volume by 15-minute intervals<br />

for a recent week of trading. The relatively heavy trading<br />

volume in ETFs in the first half-hour of trading both<br />

attracts <strong>and</strong> reflects retail ETF orders. A similar volume<br />

pattern in s<strong>to</strong>ck trading is usually attributed <strong>to</strong> institutional<br />

trading. 2 There is substantial evidence that s<strong>to</strong>ck prices<br />

are, on average, very slightly lower in the first half-hour<br />

of trading <strong>and</strong> very slightly higher in the last half-hour<br />

of trading than over the balance of the trading day. This<br />

daily price pattern is statistically significant <strong>and</strong> is usually<br />

attributed <strong>to</strong> an artifact of institutional equity trading<br />

practices. It may not be economically significant for ETF<br />

traders, however. 3 Traders who are concerned about their<br />

trading costs, especially the bid/ask spread <strong>and</strong> the ability<br />

<strong>to</strong> trade in size with minimal market impact, will usually<br />

wait until the markets in all the ETF portfolio components<br />

are open <strong>and</strong> updated quotes are available. Spreads on ETF<br />

shares tend <strong>to</strong> be relatively wide right after the opening,<br />

when the sizes of market-maker bids <strong>and</strong> offers are small.<br />

Trading is usually less costly later in the day. As illustrated<br />

in Figure 3, ETF trading volume is highest in the first hour<br />

or so of trading <strong>and</strong> in the last hour of trading.<br />

A number of organizations <strong>and</strong> Web sites publish information<br />

on “average” bid/offer spreads for specific ETFs. Most<br />

of this information is based on data provided by NYSE Arca. 4<br />

Depending on what time of day you check the bid <strong>and</strong> offer<br />

prices <strong>and</strong> sizes for a specific ETF, you will probably find that the<br />

published “average” spread is narrower than the spread you see<br />

in actual quotes. The spread you observe is likely <strong>to</strong> be wider<br />

than the “average” spread because the published “average”<br />

spreads are weighted by the size of the bids <strong>and</strong> offers available<br />

at various times during the day. This weighting scheme means<br />

that a heavier weight is assigned <strong>to</strong> the spread at times when<br />

bid <strong>and</strong> offer sizes are larger. Larger bid <strong>and</strong> offer sizes usually<br />

coincide with times when trading volume is highest <strong>and</strong> spreads<br />

are tightest—times near the market close.<br />

Trading in many ETFs is active between 4:00 p.m. <strong>and</strong> 4:15<br />

p.m., but much of this trading is linked <strong>to</strong> futures markets,<br />

<strong>and</strong> bids <strong>and</strong> offers are often erratic. This trading is apparently<br />

not included in the data used <strong>to</strong> calculate the average<br />

spread. The period between 3:00 p.m. <strong>and</strong> 4:00 p.m. is generally<br />

the period when the cost of a conventional intraday<br />

trade in an ETF is lowest. This period of high volume <strong>and</strong><br />

large bid <strong>and</strong> offer sizes largely determines the published<br />

“average” spreads. This is when the average spread on the<br />

S&P 500 SPDR (NYSE Arca: SPY) will be less than a penny—<br />

temporarily “locked” markets in the most actively traded ETF<br />

shares are common. Even if you are planning <strong>to</strong> trade shares<br />

in one of the most actively traded benchmark index funds<br />

that appear regularly on the most active list, the end-of-day<br />

period is almost certainly the best time <strong>to</strong> enter your ETF<br />

order, assuming that trading cost minimization is a significant<br />

objective of your trading plan <strong>and</strong> you decide <strong>to</strong> use the<br />

conventional ETF trading process.<br />

www.journalofindexes.com July/August 2009 27

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