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Bitcoin price prediction

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I have a csv file of all trades made on mtgox up till about a week ago that I imported to a MS SQL server. The columns are timestamp, price per bitcoin, and number of bitcoins traded.

Can I use this to make predictions on future bitcoin prices, like a best guess for 3 months from now? I have enough data to just split in half so that i could test such predictions, I just don't know what algorithm could give me such a prediction, aside from possibly linear regression (cause eventually I just want a function of time, right?).

submitted by DrSeven
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