Rapid SMA Crossover Signals with MACD, RSI, and ATR Risk Sizing

Summary

This short-term strategy combines 5-period and 20-period SMAs with a 10-period RSI and a faster MACD configuration. A long setup requires bullish SMA ordering and price position, RSI above its lower threshold, and MACD above its signal line; short conditions reverse those relationships. ATR sets a stop distance and profit target, while position size is calculated from account equity and a stated per-trade risk fraction.

The document presents the design as a way to react quickly while limiting loss per trade, but it does not supply measured strategy results. It warns that frequent signals can accumulate trading costs, fast indicators may respond to false moves, and gaps can pass stop levels. A published backtest configuration uses an ETH futures instrument and a two-day interval over about a year, which does not by itself establish high-frequency or intraday performance. The listed improvements—volume and volatility filters, higher-timeframe alignment, and adaptive parameters—are proposals rather than tested features.

Key ideas

• The strategy combines short and longer SMAs with RSI and MACD confirmation for direction.
• ATR defines the stop and target distances, and stated risk-based sizing links position size to stop distance.
• Short indicator periods can create frequent signals and higher transaction costs.
• False breakouts, abrupt reversals, and gaps can cause losses beyond the intended stop distance.
• The provided backtest configuration has no reported performance statistics.

Tags

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