Range-Market Mean Reversion with Bollinger Bands and RSI Modules

Summary

This system is designed for range-bound markets and uses ADX to gate trades when directional strength is low. It contains two separate, mutually exclusive signal modules: one combines price deviation from the Bollinger Band middle line with MACD crossovers and RSI confirmation; the other looks for reversals near the outer bands with RSI overbought or oversold readings. It supports long and short positions, dynamic ATR stops, and exits based on band levels or RSI reversals.

The position rules allow adding to trades within the same module while preventing simultaneous exposure from different modules. The document describes the design and possible safeguards, but supplies no measured performance results in the provided excerpt. Its main caveats are regime misclassification, range breakouts, indicator lag, parameter sensitivity, and risk accumulation from pyramiding. It suggests testing parameters, limiting additions, and adapting position size to volatility; these are proposed improvements rather than demonstrated outcomes.

Key ideas

• ADX is used to restrict mean-reversion entries to conditions identified as ranging.
• One module confirms mean reversion with Bollinger Band position, MACD, and RSI, while another trades reversals at outer bands.
• ATR-based stops and band or RSI-based exits govern trade management.
• The system permits additions within a signal module but keeps positions from separate modules mutually exclusive.
• Range breakouts, inaccurate regime detection, and pyramiding can cause substantial losses; the document provides no performance evidence.

Tags

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