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Monte Carlo Simulation

Monte Carlo Simulation Homework Help
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.

What is Monte Carlo Simulation used for in Finance?
  • Is used to simulate the various sources of uncertainty that affect the value of::
    • Financial derivatives
    • Financial instruments
    • Investments
    • Portfolios
  • To calculate the value of companies
  • To evaluate investments in projects at a business unit or corporate level

Example :-

Monte Carlo Simulation in valuing Option or Equity:

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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