Multiple EMA Alignment for Long-Only Trend Trading

Summary

This document describes a long-only strategy that uses six exponential moving averages, spanning short to long lookbacks, to identify aligned trends. It enters when each shorter EMA is above the next longer EMA and the closing price crosses above the shortest EMA. The position is closed when price crosses below the longest EMA. The rules aim to filter entries for aligned upward momentum, while the slow exit can keep a position open through shorter pullbacks.

The document outlines potential strengths and weaknesses but provides no performance results. It warns that the many simultaneous conditions can produce few entries, that sideways markets may cause losses, and that fixed parameters may not suit different assets or regimes. The published test configuration uses BTC/USDT futures with daily bars over roughly one year; no outcome statistics are provided. Suggestions such as volume filters, adaptive parameters, and explicit stops are proposed as future refinements, not tested features of the described rules.

Key ideas

• The strategy enters long when six EMAs are ordered from shortest to longest and price crosses above the shortest EMA.
• It exits when the close crosses below the 200-period EMA.
• The stacked crossover conditions may filter signals but can also make entries uncommon.
• The document identifies sideways markets and static parameters as key limitations.
• The published backtest setup gives a market and date range but reports no performance metrics.

Tags

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