Counter-Trend Reversals After Abnormally High Trading Volume

Summary

This strategy looks for a possible reversal after a candle has unusually high volume and the following candle’s volume falls. It compares the close before the high-volume bar with a simple moving average to infer the prior direction, then signals against that direction: a prospective long after a bearish reading or a short after a bullish one. The proposed limit entry is at the high-volume candle’s low for longs or its high for shorts.

Volume thresholds differ by session, and the volume average excludes selected periods; the document gives example multipliers of three times average volume in regular hours and five times in extended or special sessions. It describes fixed-point or ATR-based stop and target choices, along with time filters. No backtest configuration or measured results are supplied, and the accompanying code excerpt is incomplete. The approach may fail during strong trends or news-driven moves, and limit orders may not fill. The suggested filters and machine-learning extensions are untested proposals.

Key ideas

• A volume spike followed by declining volume is treated as a possible reversal setup.
• The prior trend is inferred by comparing an earlier close with a simple moving average.
• The strategy proposes counter-trend limit entries at the high-volume candle’s extreme.
• Session-specific volume thresholds and time filters shape signal eligibility.
• Strong trends, news, missed limit fills, and parameter overfitting are identified risks.

Tags

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