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Stochastic process
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==== Black-Scholes Model ==== One of the most famous applications of stochastic processes in finance is the '''[[Black-Scholes model]]''' for option pricing. Developed by [[Fischer Black]], [[Myron Scholes]], and [[Robert Solow]], this model uses '''[[Geometric Brownian motion]]''', a specific type of stochastic process, to describe the dynamics of asset prices.<ref>{{Cite journal |last1=Black |first1=Fischer |last2=Scholes |first2=Myron |date=1973 |title=The Pricing of Options and Corporate Liabilities |url=https://www.jstor.org/stable/1831029 |journal=Journal of Political Economy |volume=81 |issue=3 |pages=637β654 |doi=10.1086/260062 |jstor=1831029 |issn=0022-3808}}</ref><ref>{{Citation |last=Merton |first=Robert C. |title=Theory of rational option pricing |date=July 2005 |work=Theory of Valuation |pages=229β288 |url=http://www.worldscientific.com/doi/abs/10.1142/9789812701022_0008 |access-date=2024-09-30 |edition=2 |publisher=WORLD SCIENTIFIC |language=en |doi=10.1142/9789812701022_0008 |isbn=978-981-256-374-3|hdl=1721.1/49331 |hdl-access=free }}</ref> The model assumes that the price of a stock follows a continuous-time stochastic process and provides a closed-form solution for pricing European-style options. The Black-Scholes formula has had a profound impact on financial markets, forming the basis for much of modern options trading. The key assumption of the Black-Scholes model is that the price of a financial asset, such as a stock, follows a '''[[log-normal distribution]]''', with its continuous returns following a normal distribution. Although the model has limitations, such as the assumption of constant volatility, it remains widely used due to its simplicity and practical relevance.
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