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Need an research paper on the subject area of monte carlo methods in financial mathematics. Needs to be 19 pages. Please no plagiarism. In financial mathematics, numerical methods have been of great importance in the current years. There are numerous reasons why these methods are useful. First, the principal model that defines the progression of prices of the significant state variables and basic securities has become more refined and sophisticated. Second, the securities types and their associated offspring of security derivatives are complex. For one to compute the risks sensitivities and the prices of these instruments one needs to assess a high dimensional integral. Third, advancements in management technology of risks and practice nowadays mandate a wide range and complex evaluation at the portfolio level. For instance, because of regulatory requirements, numerous financial institutions nowadays allocate enough resources which will be used in determining or in the computation of value at risk (VaR).