EMA Crossover Trend Strategy with Daily Profit and Loss Limits

Summary

This trend-following method compares a short-period and a long-period exponential moving average. An upward crossover opens a long position, while a downward crossover opens a short position. It also tracks account equity from the start of each day and closes open positions after a specified daily loss or profit threshold is reached. The example uses 9- and 21-period averages and defines the thresholds relative to a stated initial account balance.

The document explains the intended fit with trending markets and warns that sideways price action can generate repeated false signals, while crossovers may react late to reversals. It recommends testing parameters across market conditions and considering volatility-based periods or additional filters. A BTC/USDT futures backtest interval is provided, but no returns, drawdowns, trade counts, or other results are reported. The daily limits are described as risk controls, though the source ties them to fixed initial capital, so their behavior as account equity changes is not evaluated.

Key ideas

• A fast EMA crossing above a slow EMA opens a long position, and a downward cross opens a short position.
• The example uses 9- and 21-period EMA settings.
• Daily equity changes trigger position closure when the stated loss or profit limit is exceeded.
• Frequent crossovers in choppy markets can create false signals and trading losses.
• The supplied futures test configuration reports no evidence of strategy performance.

Tags

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