Price-Volume Trend Signals Using Return Volume and Moving Averages

Summary

This strategy forms a price-volume series by multiplying the difference between the current close and a reference open price by trading volume. It compares that series with a moving average calculated over the current intraday interval, and pairs the comparison with volume crossing its own moving average. A long signal occurs when both the price-volume series and volume cross upward; a short signal requires both to cross downward. The idea is to use volume confirmation alongside price direction when opening positions.

The document provides a volume lookback parameter and a BTC/USDT futures backtest setup with 30-minute bars and 15-minute base data over about one month. It gives no measured results, so its claims about filtering false signals or improving entry accuracy are unverified. The method depends on the price-volume relationship remaining informative, and outcomes may vary with asset, market conditions, and moving-average settings. The source also uses a prior daily close as the reference price by default, which affects how the price-volume series should be interpreted.

Key ideas

• The strategy multiplies the close-to-reference-open price difference by volume to form a combined series.
• It compares the combined series and raw volume with separate moving averages to confirm entries.
• Simultaneous upward crosses trigger longs, while simultaneous downward crosses trigger shorts.
• The published test setup uses BTC/USDT futures, but no performance results are reported.
• Changing price-volume relationships and parameter choices can undermine the signal.

Tags

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