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EMA Cost Averaging with ATR, Trailing Stops, and Profit Targets

Article Strategy library · Author: ChaoZhang

Summary

This strategy combines entries near several exponential moving averages with repeated dollar cost averaging. It uses a one percent band around selected EMA values, with common periods ranging from short to long, to trigger long entries. The description also proposes an ATR threshold for closing positions, a cap on entries, a trailing stop, and a percentage profit target. Published parameters include an ATR threshold, buy limit, trailing stop percentage, and target percentage.

The document explains the intended mechanics and flags that EMA periods and stop settings need tuning for different markets, while repeated entries can tie up too much capital. It gives BTC/USDT futures backtest settings for a stated date range, but reports no performance results. The accompanying source does not clearly implement all the described behavior: its entry counter is local to the helper, the trailing and profit exits refer to an entry name that does not match the generated entries, and the target is calculated from each current close. Treat the write-up as a strategy outline rather than evidence of a tested, functioning system.

Key ideas

  • The strategy seeks long entries when price is within one percent of selected EMAs.
  • It combines repeated entries with ATR-based liquidation, a trailing stop, and a profit target in its stated design.
  • The document warns that repeated DCA entries can consume substantial capital.
  • EMA periods and stop settings require market-specific evaluation, and no backtest performance results are provided.

Tags

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