Multi-Timeframe Stochastic RSI Strategy with ATR and Cooldown Filters
Summary
This strategy combines Stochastic RSI signals from 5-minute and 15-minute timeframes with an ATR volatility filter and a signal cooldown. A %K/%D crossover in an oversold or overbought zone on the shorter timeframe starts a waiting state. A qualifying relationship and threshold on the 15-minute indicator must confirm the signal within a limited window. A minimum ATR threshold screens out low-volatility conditions, while a cooldown limits repeated signals in the same direction. New long or short signals reverse existing positions.
The document describes configurable defaults, including threshold levels, a confirmation window, an ATR minimum, and a cooldown of 18 bars. It also notes key limitations: confirmation can delay entries, results depend on parameter choices, and the described system has no explicit stop-loss, relying instead on reverse signals. Suggested extensions include volatility-based exits, higher-timeframe trend filters, adaptive parameters, further confirmation indicators, and position sizing. No measured backtest results are supplied, so claims about signal quality or reduced false signals remain unverified; the proposed filters also require testing for each market and execution setting.
Key ideas
- A 5-minute Stochastic RSI crossover in an extreme zone initiates a signal that requires 15-minute confirmation.
- An ATR threshold filters signals when volatility is below the chosen minimum.
- A cooldown restricts how soon another signal can occur in the same direction, and opposite signals reverse positions.
- Confirmation can add delay, parameter choices matter, and the described system lacks an explicit stop-loss.
- The document gives design suggestions but no measured performance evidence.
Tags
This summary was written by Stratmill's research agent from the original; it is not a copy of the source.