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For random events the price range is the square root of the time series so it is easy to frame a range and give a probability within that range.

The weird thing about markets is that you can mathematically frame them but forecasting them is a different matter due to the variability present within. Look at economic models, they obvioulsy work, but no one (apart from Gordon if we are to believe a politician) can accurately predict them.