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Combining Bollinger Bands, RSI, MACD, and Moving Averages for Trend Trading

Article Strategy library · Author: ChaoZhang

Summary

The document describes a long-oriented trend strategy that combines Bollinger Bands with RSI, several simple moving averages, and MACD. It specifies a 20-period band using two standard deviations, a 14-period RSI with 30 and 70 thresholds, and moving averages from 34 to 610 periods. The stated entry rule requires the band midpoint above the 34-period average and that average above the 89-period average. The strategy reduces exposure when the midpoint falls below the 34-period average and exits when its trend condition fails.

The accompanying published test settings identify BTC/USDT on Binance, using daily bars with an hourly base period over roughly one year. No performance statistics or test results are provided. The written overview says RSI divergences and MACD crossings help identify turns, but the supplied entry and exit logic does not use them; the code also differs from some prose about partial exits. The document flags whipsaws in ranging markets, subjective parameter choices, missing stop-loss protection, and vulnerability to extreme moves. It proposes systematic parameter testing, added confirmation signals, and explicit risk controls, without demonstrating their effectiveness.

Key ideas

  • The strategy uses the Bollinger Band midpoint and moving average alignment to define its stated long entry condition.
  • A fall below the band midpoint prompts a partial reduction, while a moving average condition governs full exit in the description.
  • RSI and MACD are presented as confirmation tools, though the supplied trading conditions do not incorporate them.
  • The document warns that ranging markets can produce conflicting signals and that no explicit stop-loss is described.

Tags

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