Moving Average Crossover Trading Strategy
A moving average crossover trading strategy is an objective, rule-based trading strategy that uses two or more moving averages to generate buy and sell signals based on trend shifts.
This approach eliminates guesswork by providing mechanical triggers: a signal is created the moment a shorter-period (fast) moving average intersects a longer-period (slow) moving average.
How A Moving Average Crossover Trading Strategy Works
The core logic of the strategy depends on the direction of the crossover:
Bullish Crossover: Occurs when the fast moving average crosses above the slow moving average, suggesting rising momentum and a potential uptrend. The fast moving average is sshortyer than the slow one.
Bearish Crossover: Occurs when the fast moving average crosses below the slow moving average, indicating weakening momentum and a possible downtrend.
Commonly used combinations include the 9/21 EMA for short-term trading, the 20/50 SMA for swing trades, and the 50/200 SMA for long-term trend following.
The Golden Cross Strategy and Backtest Reference
The Golden Cross is a specific, widely followed bullish signal that occurs when the 50-day SMA crosses above the 200-day SMA. Its counterpart, the Death Cross, occurs when the 50-day SMA falls below the 200-day SMA, signaling a potential bear market.
Below you see the Golden Cross’ performance from 1960 until today (excluding dividends):
The annual return is 6.9% compared to 7.4% for buy and hold. However, you are invested at only 70%, so the risk-adjusted return is 9.88%. Max drawdown is 33% compared to buy-and-hold’s 55%.
The golden cross might underperform in bullish markets, but it keeps you out during a bear market.
It is important to note that the Golden Cross is a lagging indicator. Because it relies on long-term averages, a significant portion of the price move has often already occurred by the time the signal appears.



If you prefer visual content, I’ve shared a shorter, visual version of this strategy on Instagram and Facebook.
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