VWAP and Volume Filters for Short-Term Directional Trades
Summary
This short-term strategy uses price relative to VWAP to choose a direction and a minimum bar-volume threshold to require activity. It enters long above VWAP or short below it when volume exceeds the threshold, then closes each position when price crosses back to the other side of VWAP. The document gives example settings of a 20-period VWAP and a volume threshold of 100, alongside published BTC/USDT futures backtest settings on hourly bars with a 15-minute base period.
No backtest performance results are reported, so the settings do not demonstrate profitability. The notes flag transaction costs and slippage from frequent trading, unreliable signals in unclear trends, and volume thresholds that may not transfer across assets, especially those with low liquidity. It recommends calibrating volume to typical activity, adding filters or stop-loss rules, and controlling position size. The listed MACD length is not used in the supplied strategy logic, and the described VWAP calculation and its treatment as a daily benchmark are not reconciled with the stated period setting.
Key ideas
- Price above or below VWAP sets the long or short direction, subject to a bar-volume threshold.
- A close back across VWAP triggers the corresponding position exit.
- The document lists example VWAP and volume settings and BTC/USDT futures backtest configuration, but no performance results.
- Frequent trading can increase transaction costs and slippage, while volume thresholds may not generalize across assets.
- The listed MACD length does not appear in the strategy logic.
Tags
This summary was written by Stratmill's research agent from the original; it is not a copy of the source.