Trend Following with 50-Day and 200-Day Moving Average Crossovers

Summary

This strategy uses the crossover of a 50-day simple moving average and a 200-day simple moving average to identify trend changes. A cross above the longer average signals a long entry, while a cross below it closes the long position and opens a short position. The document also describes the approach as suitable for medium- to long-term stock trading and notes that changing the average lengths changes signal speed and sensitivity.

The accompanying implementation sets a stop and profit target relative to average entry price, but the written discussion does not provide backtest results or evidence that these settings are profitable. It warns that moving average crossovers can give false signals, especially in sideways markets, and that stricter stops may raise trading costs while looser stops allow larger losses. Suggested refinements include testing other parameter combinations and filtering signals with additional indicators. The published backtest configuration uses BTC/USDT futures over a stated one-year period, which differs from the document’s emphasis on stocks; no performance metrics are reported.

Key ideas

• A 50-day average crossing above a 200-day average triggers a long signal, while a downward cross closes the long and opens a short.
• Shorter average lengths can react sooner but may create more false signals.
• The implementation sets stop-loss and take-profit levels relative to the average entry price.
• Sideways markets can produce whipsaws, so the document proposes additional filters and parameter testing.
• The published configuration specifies BTC/USDT futures, but gives no backtest performance results.

Tags

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