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RSI Filters and Moving Average Crossovers for Entries and Profit Taking

Article Strategy library · Author: ChaoZhang

Summary

This strategy combines fast and slow moving-average crossovers with RSI thresholds. The document describes entering in the direction of a crossover when RSI conditions permit, delaying entries when RSI is considered stretched, and closing an open position when RSI reaches a profit-taking threshold. After an RSI-based close, the method can re-enter in the same direction while the crossover regime remains active. Parameters for moving-average periods, RSI lookback, and thresholds are configurable.

No performance results are supplied, and the document notes risks from lagging averages, repeated trades in sideways markets, parameter sensitivity, and exits that may occur too early. Its claims of improved stability are not supported with reported evidence. The published test covers BTC perpetual futures over a short period. The source also contains asymmetric threshold logic and state tracking that may affect when positions are opened or reopened, so the described behavior should be checked against an implementation before drawing conclusions.

Key ideas

  • Moving-average crossovers set the strategy’s directional bias.
  • RSI thresholds can delay entries when conditions are considered stretched.
  • RSI-based exits can close positions for profit while the crossover bias remains active.
  • Sideways markets may cause repeated trades, while indicator lag can delay signals.
  • The document provides no performance evidence and describes only a short test window.

Tags

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