The article discusses the features of automated stock trading. How to improve the accuracy of forecasting and hence the investment effectiveness when using "robots"? The author analyzes two approaches to solving this problem: 1) on the basis of the "test window" theory and 2) on the basis of applying the theory of dynamic chaos.
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