1998issue C041-8
A noise-offset breakout judged after walk-forward re-estimation
Treat a currency breakout as one procedure: a noise offset, locked lookback extrema, and market orders. Judge those same rules only by how they behave after each walk-forward re-estimate.
- The procedure buys at market when price clears the lookback high by at least the noise offset, and sells at market when price clears the lookback low by that same offset.
- While short, the lookback high is not allowed to rise as the window rolls; while long, the lookback low is not allowed to fall, so the unused extreme cannot move against the open position.
- Walk-forward evaluation selects parameters on a multi-year in-sample window, applies those rules unchanged to the next unused year, then advances the window by one year and repeats.
- The archive presents the method as a public-domain trend-following breakout and states that more years of earlier out-of-sample testing would be needed before treating it as ready for live use.
A public-domain trend-following breakout
The archive presents the method as a public-domain trend-following breakout for a currency futures market that tends to trend. It argues that secrecy is not what makes a procedure useful.
A continuous back-adjusted futures series is used so quarterly contract rolls do not break the price history. The archive still notes that actual roll execution cannot be reproduced exactly.
Noise offset and locked extrema
The procedure buys at market when price clears the lookback high by at least the noise offset, and sells at market when price clears the lookback low by at least that same offset.
Daily prices contain enough random movement that an unfiltered breakout can generate false entries and exits. A noise offset is added to require a defined excess beyond the lookback extreme.
While short, the lookback high is not allowed to rise as the window rolls. While long, the lookback low is not allowed to fall. The lookback extrema are constrained so they cannot move against the open position.
Walk-forward evaluation of the same rules
Parameter choice on historical data is treated as in-sample fitting. The evaluation question is how the same rules behave on later data that was not used to select those parameters.
Walk-forward evaluation selects parameters on a multi-year window, records the next unused year, then advances the window by one year and repeats. The chosen parameters are applied unchanged to that next out-of-sample year before the window moves on.
The archive states that more years of earlier out-of-sample testing would be needed before treating the procedure as ready for live use.
All readings on this track · 23 readings
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- 1995Write a weekly breakout as one parameterized entry and exit
- 1995Combining a trend rule, a breakout trigger, and a seasonal filter
- 1996Constructing a two-bar clearance breakout from a twenty-session exponential average
- 1996Two-bar exponential-average breakout as setup, stop, and flatten
- 1998A noise-offset breakout judged after walk-forward re-estimation
- 1998Gating a weekly average crossover with stored support and resistance
- 1998Moving-average candidates gated by support and resistance
- 2000Constructing next-close envelope targets for breakout stops
- 2001February soybean high breakout and June trailing stop
- 2005Box-and-breakout states written as ordered entry and exit rules
- 2007Match trend and breakout rules to the market condition
- 2010How a JM internal band becomes long and short entry and exit rules
- 2013Constructing a three-average trend-aligned breakout system
- 2016Volume-confirmed breakout entry rules
- 2017How to construct exponential standard deviation bands
- 2017Four-day green candle breakout as one swing procedure
- 2018Constructing inverse ETF breakouts above a 200-day average
- 2018Evaluating trend, breakout, and regression rules by average robustness
- 2019A crypto pair breakout after a sideways range
- 2019Next-session breakout rules after a high-volume close
- 2020Altcoin dual-stop breakout with a timed exit
- 2020Critiquing required stops in mechanical breakout systems