Multi-Factor Trend Signals with ATR-Based Exits
Summary
The document describes a trend-following strategy that combines six technical checks: 20- and 50-period exponential averages, two pairs of simple averages, an ATR-derived strength filter, above-average volume, and price relative to a 50-period average. Long and short entries require the checks to align in the corresponding direction. The stated exit design uses ATR-based stops and targets at a 2:1 reward-to-risk ratio, with RSI extremes and unusually low volume as additional exit conditions.
The document gives no performance statistics or trade-by-trade evidence. Its published backtest settings cover daily ETH/USDT futures, while the strategy description calls it a stock strategy. There are also implementation caveats: the described ADX confirmation is implemented in the code using smoothed ATR, and the short entry and exit logic may merit careful review before use. The text itself flags signal lag, fixed-parameter sensitivity, and volume limitations; the proposed adaptive parameters and machine-learning filters are suggestions rather than tested improvements.
Key ideas
- Entries require several trend, momentum, strength, volume, and price-position conditions to align.
- ATR multiples define stop and target distances, with the stated design using a 2:1 reward-to-risk ratio.
- RSI extremes and volume falling well below its recent average can trigger exits.
- The document provides no reported performance results, and its stock framing differs from the ETH futures backtest settings.
Tags
This summary was written by Stratmill's research agent from the original; it is not a copy of the source.