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Golden Cross Trend Following with Moving Average Entry and Exit Rules

Article Strategy library · Author: ChaoZhang

Summary

This document describes a moving-average trend strategy using 50-day, 100-day, and 200-day averages. It proposes buying when the 50-day average crosses above the 200-day average, then closing when the 50-day average falls below the 100-day average. The short average is meant to react more quickly to price changes, while the longer averages indicate broader direction. The document discusses the strategy’s rule clarity and ease of backtesting, but offers no reported test results or evidence that the chosen periods are effective.

The stated limitations are the lag in moving-average signals, false crosses, vulnerability to sudden market moves, and poor behavior in range-bound conditions. Suggested improvements include testing other periods, adding stop losses, and filtering entries with volume or volatility measures. The accompanying source is narrower than the prose: it detects a cross between the 50-day and 200-day averages with an additional prior-average condition, enters using a limit order, and closes below the 100-day average. Its backtest settings cover only a short sample, which is not enough by itself to establish general performance.

Key ideas

  • The proposed long entry occurs when the 50-day average crosses above the 200-day average.
  • The described exit occurs when the 50-day average drops below the 100-day average.
  • Moving-average signals are simple to state but lag price and can whipsaw in sideways markets.
  • The document recommends evaluating alternative periods and adding risk controls or signal filters.
  • No strategy performance results are reported.

Tags

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