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Predict Stock Price From History

HardStatistics & Probability00:00
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Your question is Predict Stock Price From History. Take a moment with it on the right.

Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).

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Problem

How would you predict the price of a stock with the historical data of that stock's prices?