Monte Carlo Simulation in finance allows the construction of probabilistic financial models. This probabilistic and stochastic simulation models enhance the uncertainty in financial calculations which make them better than traditional static and deterministic models.

A Monte Carlo Simulation can be used to generate several thousand random price paths for the underlying share. The associated payoff i.e. Exercise price of the option is also produced for each path. The payoffs thus generated are averaged & discounted to today's value, thus giving us the value of the option today.

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