ATR Range Breakouts Filtered by EMA Trend Direction

Summary

This trend-following approach builds an upper and lower price band from a simple moving average plus or minus an ATR-based range. It looks for price to cross beyond a band, then uses an exponential moving average to check whether the breakout agrees with the broader direction. The described exit occurs when price returns through the opposite side of the range. The published parameter defaults include a 37-period lookback and a 0.2 range multiplier; separate profit and loss amounts are also configurable.

The document notes that repeated band crossings in sideways conditions can generate losing trades, that the EMA may lag, and that sudden moves can make range-based exits costly. It suggests volatility-aware parameters and moving stops, but gives no performance evidence. The source’s entry checks compare consecutive opens against range bands and additionally require a threshold relative to the EMA, which is more specific than the prose’s general breakout rule. Backtest settings specify BTC futures over a short historical interval, without reported outcomes, so the description does not demonstrate effectiveness.

Key ideas

• The strategy defines a price channel using a simple moving average adjusted by an ATR-based range.
• It takes breakout entries only when direction agrees with an exponential moving average filter.
• A return through the opposite channel boundary serves as the described exit, with additional profit and loss parameters available.
• Range crossings in sideways markets, EMA lag, and sudden price moves are key risks.
• The BTC futures backtest configuration contains no reported results and does not establish profitability.

Tags

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.