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No, you can't use GBM for this. The underlying assumptions of the GBM/Blackschooles framework is that logreturns are normally distributed. This holds true for daily returns but it can't be assumed for shorter time periods. One explanation I've seen for this (I think in Paul Wilmott Introduces Quantitative Finance) is that the daily returns are the cumulative ...


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