Trend Pullback Entries with EMA, RSI, ADX, Volume, and ATR

Summary

This daily-chart framework seeks pullback entries in established trends by combining price, moving averages, momentum, trend strength, and trading volume. For longs, the described filters require price above the long-term EMA and a mid-term EMA above that trend EMA; price must then cross back above a faster EMA after being below it. RSI must exceed its stated threshold, ADX must be strong enough, and volume must surpass its recent average. Short rules reverse the directional tests, subject to a long-only option in the supplied code excerpt.

Exits use ATR-based stop and target distances, with an optional trailing stop. The document gives default thresholds and discusses parameter sensitivity, trend reversals, infrequent signals, execution differences, and the risk of overfitting. It provides implementation details but no backtest settings or performance results in the supplied material, so claims about signal quality remain unverified. Some code is omitted, limiting assessment of the complete implementation and its exact behavior.

Key ideas

• The long setup requires aligned trend EMAs and a recovery across the fast EMA after a pullback.
• RSI, ADX, and above-average volume act as momentum, trend-strength, and participation filters.
• The stated exit framework uses ATR distances for stops and targets, with an optional trailing stop.
• The document identifies parameter overfitting, sudden reversals, sparse trades, and live execution costs as risks.
• The supplied excerpt omits part of the code and reports no strategy performance results.

Tags

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