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Brownian motion. Arithmetic Brownian motion in 1D. Here, X denotes the position, mu denotes the drift, sigma the variance and W is the Weiner Process. The key element of this is the Weiner process, which is a standard normally distributed random variable N(0,1). In layman’s terms, at every