EMA Crossover Trend Reversals Filtered by RSI

Summary

This strategy uses a fast and a slow exponential moving average to identify possible trend changes. A bullish crossover generates a long entry signal, while a bearish crossover closes longs and can open shorts. RSI acts as a filter: the long entry requires RSI below its overbought threshold, and the short entry requires RSI above its oversold threshold. The published defaults are a fast EMA of 10 periods, a slow EMA of 50, and RSI length 14 with thresholds of 70 and 30.

The document gives a BTC/USDT futures backtest configuration spanning December 2022 to December 2023, but provides no performance results, so it does not establish profitability or robustness. It notes that EMA signals lag and can perform poorly in ranging or volatile markets. The source is also a compact script rather than a full risk framework: it does not specify stop losses, and its suggested improvements include testing parameter stability and accounting for trading costs.

Key ideas

• A fast EMA crossing above a slow EMA signals a potential bullish trend change.
• A bearish EMA crossover closes a long position and can initiate a short position.
• RSI thresholds filter crossover entries, with separate conditions for long and short trades.
• The stated backtest configuration uses BTC/USDT futures data, but no outcome statistics are supplied.
• The method may lag at turning points and produce poor signals in sideways markets.

Tags

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