EMA Trend Filters and Candlestick Patterns for Entries

Summary

This strategy pairs an 8-period and a 21-period exponential moving average with pin bar and engulfing pattern signals. It takes long setups when a bullish pattern appears during an uptrend with price above the slower average, and short setups when a bearish pattern appears during a downtrend with price below it. A 14-period average true range is calculated as a volatility reference, though the described implementation does not use it to place stops or size positions.

The document explains the indicator rules and lists a one-hour ETH/USDT backtest window on Binance, but it reports no performance results. It identifies key limitations: lagging averages can delay entries, candlestick patterns may produce frequent false signals, and ranging markets can undermine the trend filter. Risk management is manual because the strategy has no automatic stop-loss; volume filters, ATR-based stops, parameter tuning, and volatility-based sizing are suggested as possible extensions, not tested improvements.

Key ideas

• The strategy confirms direction with the ordering of fast and slow exponential moving averages.
• Pin bars and engulfing patterns provide entry timing only when they agree with the trend filter.
• The 14-period average true range is calculated but is not connected to an implemented stop-loss.
• The strategy may generate false signals in ranging markets and can enter late because averages lag.
• The published backtest settings identify a one-hour ETH/USDT market window but include no performance evidence.

Tags

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