Open-Close Moving Average Crossovers for Trend Trading

Summary

This strategy uses crossovers between moving averages of opening and closing prices to generate long and short signals. When the smoothed close series crosses above the smoothed open series, it enters long; a downward cross exits a long or can open a short, depending on the selected trade direction. It offers a choice of moving average formulas, periods, alternate timeframes, and optional stop loss and profit targets.

The document describes configurable rules and risks but provides no performance results. Its published backtest setup specifies daily ETH/USDT data on Binance over a stated date range; this is a setup description, not evidence of profitability. The notes identify lagging signals, whipsaws in sideways markets, and sensitivity to parameter choices. They suggest filtering signals and adjusting parameters to market conditions. The source also uses a higher-timeframe series with lookahead enabled, which can introduce repainting or lookahead bias in historical results; the listed delay option does not by itself establish that the backtest is free of this issue.

Key ideas

• A long signal occurs when the smoothed closing-price series crosses above the smoothed opening-price series.
• A downward crossover closes a long position and may initiate a short, subject to trade-direction settings.
• The strategy allows different moving-average formulas, timeframes, and optional stop-loss and profit-target levels.
• Moving-average lag and repeated crossovers in ranging markets can lead to delayed entries and excess trading.
• The described backtest setup gives a market and date range but reports no performance evidence.

Tags

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