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theta parameters: And our 10-series sample of index and volatility plot: Note that while these 10 samples show the majority of index values closing lower, this is purely by chance. By calling: np.mean(S) Out[11]: 104.05619202563975 …we see our 10,000 simulations finished on average near 104 which