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Normal Distribution

Bell-shaped probability distribution defined by mean and std dev.

Financial returns are often modelled as normally distributed (though in reality they have fat tails). The normal distribution underlies Black-Scholes option pricing and many risk models.

import numpy as np
np.random.normal(loc=0.001, scale=0.015, size=252)