Multi-Bar Direction Statistics for Reversal Signals
Summary
The Multi-Bar Direction strategy estimates how often consecutive candlesticks move in the same direction, using configurable runs of two to seven bars. It treats a continuation probability below 50% for a selected run length as a potential reversal condition, then generates a directional signal during configured trading hours and within date windows. The source describes long and short signals and includes options for selecting run lengths.
The document presents this as a statistical approach to short- or medium-term reversals, but supplies no performance results or detailed evidence that the probability threshold predicts profitable trades. Its sample scope and fixed threshold may fail to reflect changing market conditions, while selected dates and parameters can create overfitting. The code excerpt is incomplete, so the precise calculations and full signal implementation cannot be independently reconstructed from the supplied material. Suggested improvements include broader testing, dynamic thresholds, stop losses, and indicator confirmation; these are proposals rather than demonstrated enhancements.
Key ideas
- The method counts consecutive same-direction bars across configurable run lengths.
- It interprets continuation probabilities below 50% as possible reversal conditions.
- Signals are restricted by configurable dates and trading hours.
- The document gives no performance evidence, and the supplied source is incomplete.
- Static thresholds and selected backtest windows can make results sensitive to market conditions and overfitting.
Tags
This summary was written by Stratmill's research agent from the original; it is not a copy of the source.