Dual EMA Crossovers with Percentage-Based Exits

Summary

This long-only strategy uses a fast 20-period EMA crossing above a slower 50-period EMA to enter, and a downward crossover to close. It also sets a stop 2.5% below the recorded entry price and a profit target 4% above it. The document describes these levels as risk controls and suggests changing the EMA periods or exit percentages to suit different preferences. The published backtest configuration identifies a one-hour chart and a one-month period for BTC/USDT futures, but the document reports no performance statistics from that test.

The rules can be followed from the supplied implementation, though the stop and target are checked against the close rather than described as guaranteed execution prices. A sideways market can produce repeated crossover signals, and rapid moves may lead to slippage. The prose recommends volatility filters, trend-strength checks, and historical testing, while warning that outcomes depend on market conditions and parameter choices. Its characterization as moderate risk or potentially stable is not supported by reported test results.

Key ideas

• A 20-period EMA crossing above a 50-period EMA opens a long position.
• A downward EMA crossover or a close reaching the configured exit level closes the long position.
• The configured stop loss is 2.5% below entry and the profit target is 4% above entry.
• The published test configuration covers one month of one-hour BTC/USDT futures data, without reported results.
• Sideways markets, slippage, and parameter sensitivity can undermine the approach.

Tags

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