EMA Crossover Entries Filtered by Recent Closing-Price Extremes

Summary

This strategy uses two exponential moving averages, with listed default lengths of 5 and 10. A short EMA crossing above the longer EMA is a potential buy signal; a cross below is a potential sell signal. Entry is further restricted by whether the crossover bar’s closing price is the highest or lowest close in the preceding ten bars: the described logic opens a long at a qualifying high close and a short at a qualifying low close. Opposite EMA crosses close existing positions. The document also describes chart annotations for crossover prices and colored backgrounds for qualifying extremes.

The published backtest settings specify BTC/USDT futures on Binance, hourly bars with a 15-minute base period, during February 2024. No performance statistics are provided. The notes identify crossover lag, frequent trades in choppy markets, and the absence of stop-loss protection as limitations. The source confirms the close-based extreme filter and opposite-cross exits, but the claimed trend-strength interpretation is not supported by reported testing. Results may depend on the chosen EMA lengths and the short lookback window; the document recommends testing parameters and adding explicit risk controls.

Key ideas

• EMA lengths of 5 and 10 define crossover signals in the listed defaults.
• Entries require the crossover close to be a recent high or low close within ten bars.
• An opposite EMA crossover closes an open position.
• The document reports backtest settings but no performance results.
• Whipsaws, crossover lag, and missing stop-loss rules are identified as risks.

Tags

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