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Finance, Capital, Marketing, Stocks, Integral and mathematics. Stochastic Integrals was originally constructed as a generalization of the Ito Integral for the purpose of formulating and solving stochastic differential equation. It is an indispensable tool in financial mathematics and has a large application in scientific area.These are used to model the value of a portfolio that results from trading assets in continuous time.