MACD Crossovers with EMA Trend Filters and ATR Risk Controls

Summary

This trend strategy uses MACD crossovers to time entries, with price relative to the 50- and 200-period EMAs as a directional filter. Long entries require an upward crossover while MACD and its signal line are negative; short entries require a downward crossover while both are positive. An ATR threshold screens out low-volatility conditions. Stops can be based on recent swing points or ATR multiples, and position size is intended to reflect a chosen percentage of account equity. Signals are confirmed at candle close, and the system allows one open position at a time.

The document provides rule descriptions and parameter defaults, but no measured backtest results. It cautions that MACD and EMAs lag, crossovers can fail in sideways markets, and multiple tunable settings can lead to overfitting. It also notes that a single-position constraint can leave other opportunities unused. The suggested additions, such as trend-strength filters, partial exits, and market-state classification, are ideas for further evaluation, not established improvements.

Key ideas

• MACD crossovers are filtered by price position relative to the 50- and 200-period EMAs.
• An ATR threshold is used to avoid trading during low-volatility conditions.
• Stops may use recent swing levels or ATR, with position size tied to account risk.
• The rules confirm signals at bar close and restrict the strategy to one open trade.
• Lagging indicators and range-bound markets can produce delayed or false signals.

Tags

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