Long-Only VWAP Standard Deviation Band Breakout Strategy

Summary

This intraday strategy builds dynamic price bands around VWAP using volume-weighted HL2 prices and standard deviation. Its stated band multiplier is 1.28. The supplied trading rule buys when price crosses below the lower band; despite the breakout framing, the described entry is a downward crossing rather than an upward breakout. A fixed profit target and a minimum interval between orders are intended to guide exits and limit trading frequency.

The document describes a long-only approach and identifies false signals in volatile markets, losses during persistent declines, and sensitivity to the band multiplier, target, and order interval. It provides backtest settings for BTC/USDT futures over a specified historical period, but no reported performance statistics. The code also computes a current-time timestamp for the order interval and leaves the profit-target logic without a stated stop loss, so practical behavior and risk control require careful review before drawing conclusions.

Key ideas

• The strategy calculates session VWAP from intraday HL2 prices and volume, then forms bands using standard deviation.
• Its entry rule buys on a cross below the lower band, which differs from an upward-breakout interpretation.
• A fixed profit target and minimum order interval are used, with no explicit stop-loss rule described.
• The document gives BTC/USDT futures backtest settings but reports no performance results.

Tags

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