Abstract
Modern trading platforms provide a complete set of technical analysis tools based on charts of various rates for different time frames, as well as popular technical indicators and tools. Trading systems based on technical analysis are easy to use and allow you to easily interpret the movement of market rates. They consist of technical indicators and price patterns combination and are designed to receive market entry and exit signals. For success on the stock exchange, it's necessary to use various software tools for analyzing and developing a trading systems. The increasing complexity of the trading system determines the need to apply machine learning algorithms and their use for analyzing and constructing forecasting models. The statistical data processing language R includes all modern models and methods, which are very diverse and have their own advantages and disadvantages.
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