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Lognormal Random Walk

An industry standard model which describes movements of stock prices are independent of one another and the size and direction are random except for the fact that stock prices tend to increase over time. The lognormal distribution becomes a normal distribution when the values of the variable are switched to the natural logarithms of the values of the variable.