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Using Bayesian Statistics and Probability of Bar Direction

Hi I have been interested in using Bayesian probability to try and predict the direction of the bar based on the direction of the bar before it. If you apply bayesian probability then you might get a good idea of the likelihood of winning pips based on the opening position of the new bar and the

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