Moving Average Crossover Strategy with Trend and Volume Filters
Summary
This trend-following system combines a fast and slow EMA crossover with a longer-period SMA filter and a relative volume condition. It takes long positions when the fast EMA crosses above the slow EMA while price is above the trend average and volume exceeds a multiple of its recent average; short entries use the inverse conditions. The source specifies stop-loss and take-profit exits, including an unusually distant target relative to the stop.
The document provides rules, adjustable parameters, and Pine Script, along with published daily ETH/USDT settings from Binance over part of 2024. It supplies no resulting performance figures, so its claims about signal quality or returns are unverified. The stated risks include whipsaws in sideways markets, slippage, false breakouts, and overfitting through parameter tuning. The very large take-profit setting also warrants careful evaluation against the intended instrument, position behavior, and realistic execution assumptions.
Key ideas
- EMA crossovers provide directional signals, while a longer SMA requires trades to align with the broader trend.
- A volume threshold relative to recent average volume filters both long and short entries.
- The source includes fixed percentage stop and target exits, with the target set much farther away than the stop.
- The document provides a strategy and test configuration but no backtest performance results.
- Sideways-market whipsaws, slippage, false breaks, and overfitting are stated risks.
Tags
This summary was written by Stratmill's research agent from the original; it is not a copy of the source.