50-Day and 200-Day Moving Average Crossover with Percentage Stops

Summary

This document explains a crossover strategy using a 50-day simple moving average as the faster line and a 200-day average as the slower line. A cross above opens a long position and a cross below opens a short position. It also describes optional percentage-based take-profit and stop-loss levels for each position, date-limited trading, and chart plots for averages and trade levels. Published settings specify BTC_USDT futures and a short test interval, but no performance results are reported.

The method is presented as a simple trend-following framework that can be extended with filters or alternative exit rules. The document warns that moving-average crosses can whipsaw in sideways markets, react late, and suffer from costs or backtest overfitting. Stop levels may not protect against extreme moves, and the examples do not establish live profitability. It recommends evaluating costs and parameter stability before relying on the approach.

Key ideas

• A 50-day and 200-day moving-average cross supplies the long and short entry signals.
• Percentage-based take-profit and stop-loss levels can be set separately for long and short positions.
• The strategy includes date filtering and visual plots of average and position levels.
• The published backtest configuration contains no reported return or risk statistics.
• Sideways-market whipsaws, costs, extreme moves, and 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.