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Weekday-Specific EMA and VWAP Momentum Rules for Bitcoin

Article Strategy library · Author: ChaoZhang

Summary

This Bitcoin futures strategy combines a 5-period and 13-period exponential moving average (EMA) spread with VWAP to identify directional momentum. Long conditions generally require the faster EMA to exceed the slower one and price to be above VWAP; short conditions reverse those relationships. The rules also vary by weekday and add filters based on recent candles, the prior close, the day’s range, and time of day. SuperTrend is described as a trend confirmation and stop reference, while the source includes additional stateful entry and exit logic.

The published backtest settings specify daily bars from late 2019 to early 2025 on BTC/USDT futures, but no performance statistics or results are provided. The accompanying description lists possible false signals in fast markets, lag at reversals, overfitting, trading costs, and drawdowns. The source is complex and includes thresholds and conditions that are not fully explained in the prose, so the method would need careful inspection and independent testing before its behavior or effectiveness could be assessed.

Key ideas

  • The strategy uses the spread between short and longer EMAs alongside VWAP for directional signals.
  • Entry filters differ by weekday and include price range, prior close, candle patterns, and time windows.
  • SuperTrend is presented as a trend confirmation and stop reference.
  • The stated backtest covers Bitcoin futures on daily bars, but the document reports no performance metrics.
  • The author identifies whipsaws, reversal lag, overfitting, costs, and drawdowns as risks.

Tags

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