Volume Momentum Entries with EMA Trend and ATR Exits

Summary

This strategy combines consecutive candle direction and rising volume with an EMA trend filter. It enters long after three up candles with increasing volume when current volume exceeds 1.5 times its recent average and price is above the 200-period EMA; the short rules reverse those conditions. A 14-period ATR sets stop and target distances at 1.5 and 2.5 times ATR, respectively. The published backtest settings specify BTC/USDT futures from July 2023 to July 2024, but include no performance statistics.

The article presents volume, trend, and volatility as complementary inputs, while identifying false breakouts, slippage, parameter sensitivity, and omitted trading costs as limitations. It suggests testing volume indicators, time filters, adaptive parameters, and alternative exit rules. These are proposals rather than demonstrated improvements. The source’s volume-direction checks use candle color for three consecutive candles, while the actual volume test compares current volume with a moving average; it does not verify that volume itself increased on each of the three candles.

Key ideas

• The strategy requires three consecutive candles in the trade direction and a current volume ratio above 1.5.
• A 200-period EMA filters entries by the direction of the broader price trend.
• ATR-based stops and targets scale exit distances with recent volatility.
• The stated backtest settings do not include performance results or trading costs.
• The source checks candle direction across the sequence, but volume intensity only on the current candle.

Tags

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