High-Low Channel Breakouts for Trend Following
Summary
This trend-following strategy tracks recent highs and lows and enters long when the close crosses above a prior high, or short when it crosses below a prior low. Separate, shorter high-low lookbacks define exit levels: a long closes after a cross below its exit level, while a short closes after a cross above its exit level. Entry and exit lookbacks and the backtest date window are configurable. The document presents the approach as a way to automate participation in cryptocurrency price trends.
The explanation refers to a weighted moving average, but the supplied source implements prior-period high and low channels and shows no weighted average calculation. It also gives a BTC/USDT futures backtest configuration, without reporting returns, costs, or other results. The document warns that noisy markets and poorly selected parameters can produce false signals, frequent trading, and slippage; it suggests stop losses, filters, and adaptive parameters for further study.
Key ideas
- Prior-period highs and lows define breakout thresholds for long and short entries.
- Shorter high-low lookbacks provide exit thresholds for both directions.
- The source implements channel crossings and does not show the weighted moving average mentioned in the explanation.
- The published BTC/USDT futures configuration includes no reported performance results.
- Parameter sensitivity, market noise, trading costs, and slippage are stated risks.
Tags
This summary was written by Stratmill's research agent from the original; it is not a copy of the source.