EMA Crossover Trend Strategy with RSI, MACD, and ATR Risk Controls

Summary

This strategy combines a fast and slow EMA crossover with a longer EMA trend filter. A long entry requires the fast EMA to cross above the slow EMA, price to be above the trend filter, RSI to exceed its threshold, and MACD to be above its signal line. The described short setup reverses those conditions. ATR sets a volatility-adjusted stop distance, and a configurable risk-reward ratio determines the profit target. The listed defaults include 20-, 50-, and 200-period EMAs, an ATR multiplier of 1.5, and a 1:2 risk-reward ratio.

The document gives backtest settings for BTC/USDT futures on an hourly timeframe over March 2025, but reports no performance results. Its cautions include lag, false signals, sensitivity to parameters, reversals, and overtrading in ranging markets. There is also an implementation discrepancy: the prose describes short trades, while the supplied source defines a sell condition but does not execute a short entry. The brief test window and absence of reported results do not establish profitability.

Key ideas

• EMA crossovers provide the primary entry signal, while a longer EMA filters trades by broad trend direction.
• RSI and MACD conditions are used to confirm momentum before entry.
• ATR scales stop distance to current volatility, and the chosen risk-reward ratio sets a profit target.
• The document warns that lag, parameter sensitivity, and range-bound markets can undermine the approach.
• The source code defines a sell signal but does not submit a corresponding short trade.

Tags

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