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Trailing stop in trading
The main purpose of a trailing stop is to obtain a guaranteed profit with minimal risk. The essence of how a trailing stop works is very simple. The stop loss gradually moves behind the price if it moves in the trader's favor. It remains in place if the price moves in the opposite direction.
Gain An Edge Over Any Market (Part II): Forecasting Technical Indicators
Investors seeking to apply machine learning in electronic trading environments face numerous challenges, and the reality is that many do not achieve their desired outcomes. This article aims to highlight some reasons why, in my opinion, an aspiring algorithmic trader may fail to achieve satisfactory returns relative to the complexity of their strategies. I will demonstrate why forecasting the price of a financial security often struggles to exceed 50% accuracy and how focusing on predicting technical indicator values, instead, can improve accuracy to around 70%. This guide will provide step-by-step instructions on best practices for time series analysis.
By the end of this article, you will have a solid understanding of how to enhance the accuracy of your machine learning models and discover leading indicators of market changes more effectively than other participants using Python and MQL5.