50/200 Moving Average Crossover with ATR Exits
Summary
This strategy follows trends by comparing a 50-period fast simple moving average with a 200-period slow one. A bullish crossover triggers a long entry and a bearish crossover a short entry, with execution described for the next candle’s open. The design also uses an ATR-based stop and profit target, plus a trailing stop intended to protect gains.
The document gives parameter values and a published backtest setup for BTC/USDT futures over a short date range, but reports no specific performance figures. Its claims of good backtest results and favorable accuracy are not substantiated with statistics. It identifies lagging signals, false breakouts, parameter sensitivity, and exposure to news as limitations. The accompanying source and prose also differ in some details: the code uses simple moving averages and ATR exits, while the prose mentions a trailing stop without showing it in the code. Treat the strategy as an introductory example requiring independent testing, including realistic execution costs.
Key ideas
- A 50-period and 200-period moving average crossover defines long and short signals.
- Entries are described as occurring at the next candle’s open after a crossover.
- ATR-based stop-loss and take-profit levels are used to manage trade risk.
- Moving average signals can lag and generate false entries, especially in volatile or sideways markets.
- The stated favorable backtest assessment is not accompanied by performance statistics.
Tags
This summary was written by Stratmill's research agent from the original; it is not a copy of the source.