EMA Crossover Strategy with RSI Filters and MACD Confirmation

Summary

The document describes a multi-timeframe trading approach built around short- and long-period moving-average crossovers, with RSI thresholds filtering entries and MACD proposed as confirmation. It also discusses varying RSI conditions to generate additional signals, and suggests stop management, parameter tuning, and position sizing as possible refinements. The published test configuration specifies BTC/USDT futures and a 15-minute base period with a one-hour chart period, over January 2024; no performance results are reported.

There are material gaps between the description and the supplied script. The script calculates simple moving averages rather than EMAs, computes MACD without using it to confirm trades, and contains several overlapping RSI-conditioned entries. Although ATR is calculated, its stop and target expressions are questionable, and the described multi-timeframe logic is not evident in the code. The proposed profitability and risk benefits are therefore claims rather than demonstrated findings; fees, slippage, and out-of-sample behavior are not evaluated.

Key ideas

• The written method uses moving-average crossovers to signal direction and RSI thresholds to filter entries.
• MACD is described as confirmation, but the supplied script does not use its value in trade conditions.
• The code uses simple moving averages despite the EMA focus in the description.
• Overlapping RSI entry rules and unclear stop calculations make the implementation difficult to assess.
• The stated backtest setup gives no performance evidence.

Tags

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