MACD Crossover Trading with a Stepwise Trailing Stop

Summary

This tutorial presents a two-way Bitcoin spot strategy using MACD crossovers for entries and exits, with a stop that adjusts as price moves favorably. It defines bullish and bearish signals using the relationship between MACD’s DIF and DEA lines, their position relative to zero, and a histogram threshold. A bullish crossover opens a long position and a bearish crossover opens a short position; an opposite crossover closes the position. The example polls market data, tracks trade state, and records position and profit information.

The stop begins at a fixed distance from the entry price, then moves in steps as the market advances, aiming to limit losses or protect gains. The article explains the state handling and stop updates through code, but supplies no backtest results or evidence of profitability. It is an introductory implementation, and its fixed sizing, polling approach, assumed shorting in a spot context, and unspecified treatment of fees, slippage, and execution constraints limit its use as a live trading design.

Key ideas

• MACD line crossovers, zero-line placement, and histogram thresholds define the entry signals.
• The strategy enters in the crossover direction and exits on the opposite crossover or a stop trigger.
• The initial stop is set relative to entry, then adjusted in increments as price moves favorably.
• The example tracks position state, entry price, quantity, stop level, and realized profit.
• No backtest evidence is given, and execution costs and venue constraints are not addressed.

Tags

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