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Smoothed Candle Trend Signals with Price-Strength Filtering

Article Strategy library · Author: ChaoZhang

Summary

The document presents a short-term directional signal that combines smoothed candle direction with a price-strength filter. In the source, open, high, low, and close are smoothed to construct Heikin-Ashi-style candles; their direction identifies an uptrend or downtrend. A two-period weighted moving average of closing price is then subtracted from price, and a threshold on this difference filters signals. Entries are triggered when the filtered direction changes and the current candle agrees with it.

Although the title and prose describe a Price Volume Trend method and mention filtering by elevated volume, the shown calculation does not use volume. The source also includes session shading and a date-window function that, as written, always returns true, so those features do not appear to restrict entries. The document warns about false signals, frequent-trading slippage, and limited evidence for longer-term performance. Backtest settings specify Bitcoin futures and a period, but no outcome statistics are supplied; the method's stated advantages therefore remain unverified.

Key ideas

  • Smoothed candle direction supplies the source code's basic trend state.
  • Price minus a short weighted moving average forms a strength value used to screen directional signals.
  • The source does not calculate or apply a volume filter despite the document's description.
  • Frequent signals can raise slippage exposure, and the document provides no backtest performance results.

Tags

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