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Combining Hull Averages, VWMA, MACD, and TSI for Trade Signals

Article Strategy library · Author: ChaoZhang

Summary

This strategy combines two Hull-style moving average series, a volume-weighted moving average, MACD, and the True Strength Index to confirm directional entries. The stated defaults use 7- and 14-period Hull averages, a 1-period VWMA, MACD settings of 7, 14, and 3, and TSI thresholds of 4 and -4. Long and short signals require agreement among several indicator conditions, while additional average relationships govern exits. The published settings describe a BTC/USDT futures test over a stated period, but no returns, risk statistics, or other test outcomes are reported.

The document argues that multiple confirmations may reduce isolated indicator signals, while acknowledging added complexity, parameter sensitivity, disagreement among indicators, and remaining false signals. The prose contains ambiguities about how the VWMA and TSI conditions govern direction, and its claims about stability or profitability are unsupported by results in the document. It proposes parameter tuning, stop losses, additional indicators, or machine-learning methods, none of which are shown as validated improvements. The strategy description therefore serves as a rule outline rather than evidence of an effective trading system.

Key ideas

  • Entries require agreement among Hull-style average relationships, MACD direction, VWMA position, and a TSI threshold condition.
  • The listed defaults include Hull periods of 7 and 14, MACD settings of 7, 14, and 3, and TSI bounds of 4 and -4.
  • The source also defines exits using average relationships relative to the VWMA.
  • Multiple indicators increase implementation and parameter-selection complexity and cannot eliminate false signals.
  • The document provides BTC/USDT futures test settings but no reported performance evidence.

Tags

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