VWAP Standard Deviation Bands for Trend Entries and Exits

Summary

This strategy uses VWAP as a price reference and constructs upper and lower bands at 1.618 and 2.618 standard deviations. A long signal occurs when price moves back upward through the inner lower band, while a short signal occurs when price moves downward through the inner upper band. The published code also requires standard deviation to exceed a minimum threshold, which the accompanying prose does not emphasize.

Positions are closed either when price crosses VWAP in the favorable direction or when it crosses the outer band against the position. The document gives BTC/USDT futures backtest settings for a one week period, but reports no performance results, so it does not establish profitability or robustness. It identifies trend reversals, volatile price moves, and parameter choices as risks, and suggests trend filters, position controls, and testing across timeframes. The bands and VWAP use a weekly reset by default, making the chosen resolution relevant to how the signals behave.

Key ideas

• VWAP is the centerline for bands placed at 1.618 and 2.618 standard deviations.
• Long and short entries use upward and downward crossings of the respective inner bands.
• The published code adds a minimum standard deviation filter to entry signals.
• Exits occur at VWAP under favorable movement or at the outer band against the position.
• The document provides a short BTC/USDT futures test window but no reported performance evidence.

Tags

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