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Trend Following with 13- and 48-Period EMA Crossovers

Article Strategy library · Author: ChaoZhang

Summary

This long-biased trend strategy uses a 13-period EMA and a 48-period EMA. It enters long when the faster average crosses above the slower one, then closes the position when price crosses below the fast EMA. The accompanying explanation presents a cross below the slower average as a weakening signal, but the source’s actual long exit condition uses the fast average. Short-side crossover logic is present in comments, while short trades are disabled in the supplied source.

The document discusses the appeal of smoothing short-term price fluctuations and following broader moves, along with the risks of whipsaws, poor parameter fit, and late entries near a trend’s end. It suggests adding trend-strength filters, other entry signals, or alternative stop methods. Published settings show BTC/USDT futures on daily bars with hourly base data over about a year, but no returns or risk statistics are provided. The crossover rules alone therefore do not establish profitability, and the signal behavior may vary substantially by market and timeframe.

Key ideas

  • A 13-period EMA crossing above a 48-period EMA triggers a long entry.
  • The provided source closes long positions when price crosses below the fast EMA.
  • Short-side rules are described but are commented out in the source.
  • Whipsaws, parameter sensitivity, and late trend entries can undermine the approach.
  • The published backtest setup includes no performance evidence.

Tags

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