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Backward-Looking Monte Carlo Simulation; Predict an Unknown Past Value of Equity using the Lognormal Distribution In this paper I will show how one can use the backward-looking Monte Carlo simulation to predict an unknown past value of equity using the lognormal distribution. Photo Credit: Intrinsic