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Combining Moving Average Crossovers with VIDYA and Bollinger Bands

Article Strategy library · Author: ChaoZhang

Summary

This strategy combines a fast and slow simple moving average crossover with a volatility-adaptive average and Bollinger Bands. It proposes entering long when the fast average crosses above the slow one and price is above the VIDYA line; an opposing crossover or a drop below VIDYA triggers an exit. The bands are described as a way to monitor price movement, while the written entry and exit rules center on the averages and VIDYA.

The document supplies example parameters and a BTC-USDT futures test configuration, but reports no backtest results or evidence that the rules are profitable. Its explanation also differs from the included source: the code calculates a variable average and bands around the fast average, but does not use the bands in its trade rules. The source implements a long-only entry and exit. Parameter tuning, conflicting signals, slippage, and overfitting are identified as concerns; testing across different market conditions is suggested.

Key ideas

  • A fast and slow SMA crossover provides the trend signal, with price relative to VIDYA used as a filter.
  • The written rules enter long on a bullish crossover above VIDYA and exit on a bearish crossover or a move below VIDYA.
  • Bollinger Bands are calculated, though the published code does not use them to trigger trades.
  • The source describes a long-only strategy and provides no performance results.
  • Parameter sensitivity, conflicting indicators, trading costs, and backtest overfitting are key limitations.

Tags

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