Much of bitcoin price is driven by speculation and non quantifiable factors. At the end of the day it is a software/code and you deem some value out of it. It does not generate revenue of its own and neither pay dividends. It is not related to any country's GDP.

Perhaps use an auto-correlation model, with factors for short term change in the price. may be think on the lines of gold.