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Is there any pre-existing software that allows you to auto execute simulated orders in real-time? Once a model is built using the historical data as a training set, it would be nice to be able to test it against live data without putting capital at risk. What would the start-up cost of the...

As somebody new to trading, I am curious as to how you can construct and test fully automated trading models, first on a training set (historical data) and then on streaming real-time data. I am a computer programmer experienced in the analysis of large data sets and think that statistical...