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EMA Pullback Entries with ATR-Based Stops and Targets

Article Strategy library · Author: ChaoZhang

Summary

This strategy uses the 21-period and 55-period EMAs to define the prevailing direction, then seeks entries on counter-directional candle moves. It buys when the close is below the open while the faster EMA is above the slower one, and sells short when the close is above the open while the faster EMA is below the slower one. The gap between the EMAs must exceed one ATR, intended to avoid flat conditions, and orders are placed at the slower EMA.

Stops and profit targets are set symmetrically at a configurable ATR multiple from the average position price; the listed default multiplier is 2. The published settings identify BTC_USDT Binance futures over roughly a year, using daily strategy bars and a one-hour base period, but state no test outcomes. The description’s claim about reversal-based profit taking does not match the code’s ATR target, and its stated method should be checked against actual order behavior. The document flags false signals and the risk of countertrend entries, and recommends testing parameters and execution assumptions across markets.

Key ideas

  • The 21-period and 55-period EMAs define the broad direction for pullback entries.
  • Entries require an opposing candle and an EMA gap greater than one ATR.
  • Orders are submitted at the slower EMA rather than at the signal close.
  • Stops and targets use the same configurable ATR distance from the average position price.
  • The published backtest settings provide no performance evidence.

Tags

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