Daily and Weekly RSI Filters for EMA Crossover Momentum Trades

Summary

This strategy combines a fast and a slower EMA crossover with daily and weekly RSI filters. A bullish crossover qualifies for a long entry only when both RSI readings exceed their bullish thresholds; a bearish crossover qualifies for a short entry only when both readings are below their bearish thresholds. Separate exit rules use a crossover involving a longer EMA or a close moving beyond another EMA. The document includes a BTC futures backtest configuration over a stated period, but reports no returns, trade statistics, or other evidence of performance.

The multiple filters are intended to avoid trades against the larger trend, though they can also reduce signal frequency and delay entries. The document notes that moving averages and RSI lag, that ranging conditions can generate false signals, and that results may be sensitive to parameter choices. It also proposes volatility-aware stops, market-state filters, and position controls as possible extensions. The supplied source uses a lookahead setting for higher-timeframe RSI data, so the backtest setup warrants particular scrutiny for lookahead bias before its signals are treated as historically available.

Key ideas

• A fast EMA crossing a slower EMA supplies the entry trigger, while daily and weekly RSI thresholds filter trade direction.
• Long and short exits use separate EMA crossover or price-level conditions.
• The multi-timeframe filters may reduce countertrend signals, but can also make signals less frequent or later.
• The document gives a BTC futures test configuration without reporting performance statistics.
• Its higher-timeframe RSI calculation uses lookahead, which can compromise historical signal validity and should be examined in evaluation.

Tags

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