Dual EMA and MACD Entries with ATR-Based Stops

Summary

This note outlines a trend strategy that combines two exponential moving averages, MACD confirmation, and volatility-scaled exits. Its stated entry logic favors a long position when price is above the faster EMA, the faster EMA is above the slower EMA, and MACD is above its signal line; the short setup reverses those conditions. Stops and profit targets are defined as offsets from price using ATR and configurable multipliers. The parameters list the EMA periods, ATR period, and stop and target multipliers. The published configuration identifies BTC/USDT futures and daily bars with hourly base data over a specified interval, but reports no performance statistics or benchmark.

The note highlights false signals during sideways markets and suggests testing different EMA periods, stop multipliers, and additional filters. There is a methodological caveat: the prose describes a CDC trailing stop, but the supplied code calculates stop levels from the current close and ATR rather than maintaining a stop that trails prior prices. The code also tests a price-above-its-own-ATR-offset condition, which does not independently validate a breakout. Treat the description as a strategy proposal, not evidence of profitability.

Key ideas

• The long and short entries combine price position, the ordering of two EMAs, and MACD confirmation.
• The supplied code sets stop and target levels using ATR multiples around the current close.
• The strategy exposes its EMA, ATR, stop, and target parameters for adjustment.
• The note identifies sideways markets as a source of false trend signals.
• The prose describes a CDC trailing stop, while the supplied code uses current-price ATR offsets.

Tags

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