ADX Regimes for RSI Mean Reversion and Price Breakouts
Summary
This adaptive system uses ADX to choose between two approaches: RSI mean reversion when ADX is at or below 25, and price breakouts when it is above 25. A 200-period EMA filters direction. In ranging conditions, the rules buy oversold RSI readings in an uptrend and sell overbought readings in a downtrend, exiting near RSI 50 with an ATR-based stop. In trending conditions, they enter on breaks of recent highs or lows and use an ATR trailing stop. The stated design targets BTC/USDT on hourly and four-hour timeframes and filters out dates before 2020.
The document specifies thresholds and exit concepts but supplies no performance results, despite describing the approach as optimized. It warns about regime misclassification, false breakouts, parameter sensitivity, and drawdowns from risking 10% of equity per trade. The visible code excerpt is incomplete, and some described risk and exit details are not fully substantiated by that excerpt. Suggested additions such as multi-timeframe filters and dynamic sizing remain proposals, not tested findings.
Key ideas
- ADX above 25 selects breakout trading, while readings at or below 25 select RSI mean reversion.
- A 200-period EMA determines the allowed trade direction in both regimes.
- Mean-reversion trades use RSI thresholds and ATR stops, while breakout trades use recent price extremes and trailing ATR exits.
- The document states a 10% equity risk per trade and warns that consecutive losses could produce substantial drawdowns.
- No performance statistics are provided, and the supplied source excerpt is incomplete.
Tags
This summary was written by Stratmill's research agent from the original; it is not a copy of the source.