Using Historical Probabilities to Trade the Opening Gap

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Presentation transcript:

Using Historical Probabilities to Trade the Opening Gap Scott Andrews Copyright 2010, Master The Gap, Inc. Copyright 2008 Master The Gap, Inc.

Copyright 2010, Master The Gap, Inc. Disclaimer This material is intended for educational purposes only and is believed to be accurate, but its accuracy is not guaranteed. Trading and investing has large potential rewards and large potential risks. You must be aware of, and fully understand, these risks and be willing to accept them in order to invest in equity, futures, options, currencies and other financial markets. Do not trade with money that you cannot afford to lose. This material is neither a solicitation nor an offer to buy or sell equities, futures, options, or currencies. No representation is being made that any account will or is likely to achieve profits or losses similar to those discussed. The past performance of any trading system or methodology is not necessarily indicative of future results. Use this information at your own risk!! Copyright 2010, Master The Gap, Inc. Copyright 2008 Master The Gap, Inc.

Copyright 2010, Master The Gap, Inc. Agenda Your Trading Style The Basics How I Trade Gaps Gap Zones Entries, Targets, & Stops Copyright 2010, Master The Gap, Inc. Copyright 2008 Master The Gap, Inc.

Trading Style: Discretionary vs. Probability-Based Decision Process Description Advantages Disadvantages Probability- Based Selection, entry, targets and stops are guided by historical probabilities. Minimizes emotion Augments lack of experience Can be difficult to interpret conflicting data Access to reliable data/research Discretionary Decisions are based upon interpretation of indicators and price action. Basic can be learned and applied quickly Appeals to independent nature of many Can take many years to achieve consistent profitability Difficult to discern excellence from random results Which style would Malcolm Gladwell choose? (author of Outliers) Copyright 2010, Master The Gap, Inc.

What is a Gap? The most common definition is the difference between a security's opening price and its prior day/session closing price. This difference shows up visually on a price chart as an open space or “gap.” The most common definition is the difference between a security's opening price and its prior day closing price. This difference shows up visually on a price chart as an open space or “gap.” Copyright 2010, Master The Gap, Inc.

What Does a Gap Look Like? Copyright 2010, Master The Gap, Inc.

Example of Gap: 5 Min Chart Next day opening price (9:30 am ET) Price retraces & fills gap Prior day closing price (4:15 pm ET) Copyright 2010, Master The Gap, Inc. Copyright 2008 Master The Gap, Inc.

Fade the Gap “The Easiest Trade of The Day” Gap fades have an inherent bias & edge. (>70% fill by end of day)* Can prepare in minutes before opening bell. Pre-defined entry, target and stop – no need to time the entry or exit Risks are limited and controlled - no overnight risk. They work in bull and bear markets – no need to predict the market’s next move (market neutral). (* based upon hypothetically fading opening gaps > 1 point in the E-Mini S&P 500 futures, 1998-2009, targeting prior close, exiting end of day if gap did not fill. This not a recommended strategy. ) Index futures (S&P, Dow, Russell, Nasdaq) are ideal gap trading markets due to liquidity, reversion bias, & ease. Copyright 2010, Master The Gap, Inc. Copyright 2008 Master The Gap, Inc.

Key Terms hypothetical gross profits from winning trades* Fade: to trade in the opposite direction of the gap Gap Fill: when price retraces from the open (9:30 am ET) to the prior day's closing price (4:15 pm ET) Win Rate (%): percent of opening gaps that, if faded at the open, fill the gap or end the day profitable* Profit Factor = hypothetical gross profits from winning trades* ------------------------------------------------------------- hypothetical gross losses from losing trades* * Unless noted otherwise, all research shown in this presentation is based upon hypothetically trading the opening gap from 1998 – 2009, including commissions, but not accounting for any potential slippage or missed fills. Copyright 2010, Master The Gap, Inc. Copyright 2008 Master The Gap, Inc.

The Paradox of Gap Fading Year Profit Factor 2009 1.20 2008 0.90 2007 0.71 2006 1.01 2005 1.05 2004 1.11 2003 1.30 2002 1.14 2001 1.16 2000 0.94 1999 1998 1.06 Average: 1.06 (yawn) High win rate does not equate to big profits. * Profit factor = total profits of winners / total losses from losers Though an extremely high win rate, the profits from the winners barely exceed the losses from the losers. Copyright 2010, Master The Gap, Inc. Copyright 2008 Master The Gap, Inc.

The Stop Dilemma Using small stops does not improve Stop As % of Gap Size Win % Average Win/Loss Ratio Profit Factor 25% 21.4 3.49 0.95 50% 36.0 1.80 1.01 75% 47.0 1.18 1.05 100% 53.7 0.91 1.06 125% 59.0 0.73 150% 61.8 0.64 1.04 175% 64.7 0.57 200% 66.1 0.53 1.03 Using small stops does not improve profitability due to the reduction in win rate. Copyright 2010, Master The Gap, Inc.

SELECTION The key to making money fading opening gaps is… Copyright 2010, Master The Gap, Inc.

Copyright 2010, Master The Gap, Inc. How I Trade Gaps Focus on SELECTION Fade the open Hold for gap fill or beyond (rarely scale out prior to fill) Use a LARGE enough stop to let probabilities work (~30% of 5 day ATR) Copyright 2010, Master The Gap, Inc. Copyright 2008 Master The Gap, Inc.

Selecting Gaps To Trade Copyright 2009, Master The Gap, Inc. Copyright 2008 Master The Gap, Inc.

“Location, location, location”… applies to gaps too! “Gap Zones” High Close Open Low Definition: Location of the opening price gap relative to the prior day’s key price levels: Open, High, Low & Close “Location, location, location”… applies to gaps too! Copyright 2010, Master The Gap, Inc. Copyright 2008 Master The Gap, Inc.

Copyright 2010, Master The Gap, Inc. Why Gap Zones Work High Close Open Low They inherently incorporate: Proven support & resistance Short term trend Gap size Trader psychology Copyright 2010, Master The Gap, Inc. Copyright 2008 Master The Gap, Inc.

Copyright 2010, Master The Gap, Inc. Gap Fade Win % All gaps > 1 point = 72.4 % “Win %” is based upon hypothetically fading opening gaps > 1 point in the E-Mini S&P 500 futures, 1998-2007, using no stop, targeting prior close, exiting end of day if gap did not fill. This not a recommended strategy. Copyright 2010, Master The Gap, Inc. Copyright 2008 Master The Gap, Inc.

Copyright 2010, Master The Gap, Inc. Gap Fade Win % By Zone Prior Day Historical Win Rate 69% 76% 75% 63% “Win %” is based upon hypothetically fading opening gaps > 1 point in the E-Mini S&P 500 futures, 1998-2007, using no stop, targeting prior close, exiting end of day if gap did not fill. This not a recommended strategy. Copyright 2010, Master The Gap, Inc. Copyright 2008 Master The Gap, Inc.

Direction of Prior Day Should Be Considered Too Open Close Prior day “direction” incorporates the short term trend. Copyright 2010, Master The Gap, Inc. Copyright 2008 Master The Gap, Inc.

Gap Fade Win % By Gap Zone Win % Prior Day 60% 62% 77% 66% Prior Day Win % 68% 81% 75% 67% 55% “Win %” is based upon hypothetically fading opening gaps > 1 point in the E-Mini S&P 500 futures, 1998-2009, targeting prior close, exiting end of day if gap did not fill. This not a recommended strategy. Copyright 2010, Master The Gap, Inc. Copyright 2008 Master The Gap, Inc.

Tip: Avoid Gaps That Open Below the Low of an Up Day Prior Day Nice concept but do they really work? AVOID! BLUD Gaps! Copyright 2010, Master The Gap, Inc. Copyright 2008 Master The Gap, Inc.

Execution When enter? Where place my stop? What is my profit target? Copyright 2010, Master The Gap, Inc.

Copyright 2010, Master The Gap, Inc. Entry Timing Copyright 2010, Master The Gap, Inc. Copyright 2008 Master The Gap, Inc.

Copyright 2010, Master The Gap, Inc. Why I Enter At The Open Simplifies execution Minimizes emotion Takes advantage of “rookie” psychology (i.e. those chasing the market) Easier to back-test Focuses the effort on the system (not me) Catches the 30% that begin filling at, or soon after, the open* (*note: assumes opening gap size > 20% of 5 day ATR, with 10% of 5 day ATR stop, ES, 1998-2007) Copyright 2010, Master The Gap, Inc. Copyright 2008 Master The Gap, Inc.

Copyright 2010, Master The Gap, Inc. Target Selection Copyright 2010, Master The Gap, Inc. Copyright 2008 Master The Gap, Inc.

75% chance of $1,836 -or- 85% chance of $1,076 To Scale Out or Not? Target % of Gap Fill % Win Rate Avg Winning Trade 25% 90.9 $570 50% 84.8 $1,076 75% 78.7 $1,537 100% 74.6 $1,836 125% 70.3 $2,184 Note: Fade medium & large opening gaps (> 20% of 5 day ATR) of the E-mini S&P 500 futures, regular trading hours, target = gap fill (prior daily close), no stop, exit at end of day. Results include 1,342 trades from 1998-2008. 75% chance of $1,836 -or- 85% chance of $1,076 Which would you prefer? Copyright 2010, Master The Gap, Inc. Copyright 2008 Master The Gap, Inc.

What Else Does This Slide Tell Us? Target % of Gap Fill % Win Rate Avg Winning Trade 25% 90.9 $570 50% 84.8 $1,076 75% 78.7 $1,537 100% 74.6 $1,836 125% 70.3 $2,184 Note: Fade medium & large opening gaps (> 20% of 5 day ATR) of the E-mini S&P 500 futures, regular trading hours, target = gap fill (prior daily close), no stop, exit at end of day. Results include 1,342 trades from 1998-2008. It Pays to Stay! Price often extends beyond (i.e. through) the gap fill. Copyright 2010, Master The Gap, Inc. Copyright 2008 Master The Gap, Inc.

Copyright 2010, Master The Gap, Inc. Stop Placement Copyright 2010, Master The Gap, Inc. Copyright 2008 Master The Gap, Inc.

Stops 25% – 40% of a five day ATR (avg. true range) works well for most indices depending upon the volatility of the security 5 – 8 points in the E-mini S&P 500 has worked well historically (~ $.50 – $.80 in the SPY) If I increase stop size to accommodate volatility, then I always reduce position size to ensure my max loss per trade is not exceeded I never hold trades overnight Stop size is more of a personal preference than profitability determinant Copyright 2010, Master The Gap, Inc. Copyright 2008 Master The Gap, Inc.

Copyright 2010, Master The Gap, Inc. Summary Historical probabilities level the playing field between the “Pros” and the “Joes” Trade selection is the key Larger stops have many benefits It often “pays to stay” (hold beyond initial target) Thank You Copyright 2010, Master The Gap, Inc. Copyright 2008 Master The Gap, Inc.

My Opening Gap Trades (Sep, 2007 to Feb, 2010) Actual TradeStation-generated report for small, trading account (~$50k starting) Only opening gap trades Trade plan specifics (i.e. long/short, target, and stop) were posted online for each of these trades for members prior to opening bell and prior to trade entry Trades were entered at 9:30 am EST There is no assurance that my performance will continue Your results will vary, perhaps substantially, depending on many factors (Note: “trade number” includes scaling out, actual # of gap trades = ~200 total) Copyright 2010, Master The Gap, Inc. Copyright 2008 Master The Gap, Inc.